From 2a538f16c223e5fef1a845c221827e7e3d006e7b Mon Sep 17 00:00:00 2001 From: JK Jung Date: Wed, 12 Sep 2018 18:22:48 +0800 Subject: [PATCH 01/50] Fix installation scripts (using python3) --- .gitignore | 4 ++++ install.sh | 7 +++++-- scripts/install_protoc.sh | 7 ++++++- 3 files changed, 15 insertions(+), 3 deletions(-) create mode 100644 .gitignore diff --git a/.gitignore b/.gitignore new file mode 100644 index 0000000..981b86b --- /dev/null +++ b/.gitignore @@ -0,0 +1,4 @@ +data/protoc +build/ +dist/ +tf_trt_models.egg-info/ diff --git a/install.sh b/install.sh index ed22ef9..1b99e2b 100755 --- a/install.sh +++ b/install.sh @@ -4,13 +4,13 @@ ROOT_DIR=$PWD THIRD_PARTY_DIR=$ROOT_DIR/third_party MODELS_DIR=$THIRD_PARTY_DIR/models -PYTHON=python +PYTHON=python3 if [ $# -eq 1 ]; then PYTHON=$1 fi -echo $PYTHON +echo "Using $PYTHON" # install protoc ( @@ -22,6 +22,9 @@ source scripts/install_protoc.sh git submodule update --init cd $MODELS_DIR cd research +sed -i '516s/print num_classes, num_anchors/print(num_classes, num_anchors)/' object_detection/meta_architectures/ssd_meta_arch_test.py +sed -i '147s/print /print(/' object_detection/dataset_tools/oid_hierarchical_labels_expansion.py +sed -i '149s/labels_file"""/[optional]labels_file""")/' object_detection/dataset_tools/oid_hierarchical_labels_expansion.py protoc object_detection/protos/*.proto --python_out=. sudo $PYTHON setup.py install cd slim diff --git a/scripts/install_protoc.sh b/scripts/install_protoc.sh index 1668140..52be636 100644 --- a/scripts/install_protoc.sh +++ b/scripts/install_protoc.sh @@ -2,6 +2,10 @@ BASE_URL="https://github.com/google/protobuf/releases/download/v3.5.1/" +if [ -r data/protoc/bin/protoc ]; then + diff data/protoc/bin/protoc /usr/bin/protoc || exit 0 +fi + mkdir -p data/protoc cd data/protoc ARCH=$(uname -m) @@ -18,4 +22,5 @@ unzip ${filename} sudo mv bin/protoc /usr/bin/protoc sudo mv include/google /usr/local/include/google cd ../.. -rm -rf data/protoc + +#rm -rf data/protoc From 00cb45f52562de4d80265fbb3e6e95ec974208ec Mon Sep 17 00:00:00 2001 From: JK Jung Date: Thu, 13 Sep 2018 19:17:34 +0800 Subject: [PATCH 02/50] Add more stuffs into .gitignore --- .gitignore | 2 ++ 1 file changed, 2 insertions(+) diff --git a/.gitignore b/.gitignore index 981b86b..cd9b7f6 100644 --- a/.gitignore +++ b/.gitignore @@ -1,4 +1,6 @@ +__pycache__ data/protoc build/ dist/ tf_trt_models.egg-info/ +data/ From 68244a0f57bd0557bb19713b2f14d338b6281832 Mon Sep 17 00:00:00 2001 From: JK Jung Date: Fri, 14 Sep 2018 11:03:06 +0800 Subject: [PATCH 03/50] Add logs/ into .gitignore --- .gitignore | 1 + 1 file changed, 1 insertion(+) diff --git a/.gitignore b/.gitignore index cd9b7f6..3d91d91 100644 --- a/.gitignore +++ b/.gitignore @@ -4,3 +4,4 @@ build/ dist/ tf_trt_models.egg-info/ data/ +logs/ From 8d5b7268d587e89ba3bfb3f378d51af9bf3c1ec7 Mon Sep 17 00:00:00 2001 From: JK Jung Date: Fri, 14 Sep 2018 13:21:24 +0800 Subject: [PATCH 04/50] Add camera_tf_trt.py script and the corresponding utils code --- camera_tf_trt.py | 238 +++++++++++++++++++++++++++++++++++++++++++++ utils/camera.py | 146 +++++++++++++++++++++++++++ utils/ssd_utils.py | 118 ++++++++++++++++++++++ 3 files changed, 502 insertions(+) create mode 100644 camera_tf_trt.py create mode 100644 utils/camera.py create mode 100644 utils/ssd_utils.py diff --git a/camera_tf_trt.py b/camera_tf_trt.py new file mode 100644 index 0000000..149f3e9 --- /dev/null +++ b/camera_tf_trt.py @@ -0,0 +1,238 @@ +"""camera_tf_trt.py + +This is a Camera TensforFlow Object Detection sample code for Jetson +TX2 or TX1. This program captures and displays video from either an +IP CAM, USB webcam, or the Tegra onboard camera, and do real-time +object detection with example models in NVIDIA's 'tf_trt_models' +repository. Refer to the following blog post for how to set up and +run the code: + + https://jkjung-avt.github.io/camera-tf-trt/ + +This code is written and maintained by JK Jung . +""" + + +import sys +import time +import logging +import argparse + +import numpy as np +import cv2 +import tensorflow as tf +import tensorflow.contrib.tensorrt as trt + +from utils.camera import Camera +from utils.ssd_utils import read_label_map, build_trt_pb, load_trt_pb, \ + write_graph_tensorboard, detect + + +# Constants +DEFAULT_MODEL = 'ssd_inception_v2_coco' +DEFAULT_LABELMAP = 'third_party/models/research/object_detection/' \ + 'data/mscoco_label_map.pbtxt' +DEFAULT_NUM_CLASSES = 90 +WINDOW_NAME = 'CameraTFTRTDemo' +BBOX_COLOR = (0, 255, 0) # green + + +def parse_args(): + """Parse input arguments.""" + desc = ('This script captures and displays live camera video, ' + 'and does real-time object detection with TF-TRT model ' + 'on Jetson TX2/TX1') + parser = argparse.ArgumentParser(description=desc) + parser.add_argument('--file', dest='use_file', + help='use a video file as input (remember to ' + 'also set --filename)', + action='store_true') + parser.add_argument('--image', dest='use_image', + help='use an image file as input (remember to ' + 'also set --filename)', + action='store_true') + parser.add_argument('--filename', dest='filename', + help='video file name, e.g. test.mp4', + default=None, type=str) + parser.add_argument('--rtsp', dest='use_rtsp', + help='use IP CAM (remember to also set --uri)', + action='store_true') + parser.add_argument('--uri', dest='rtsp_uri', + help='RTSP URI, e.g. rtsp://192.168.1.64:554', + default=None, type=str) + parser.add_argument('--latency', dest='rtsp_latency', + help='latency in ms for RTSP [200]', + default=200, type=int) + parser.add_argument('--usb', dest='use_usb', + help='use USB webcam (remember to also set --vid)', + action='store_true') + parser.add_argument('--vid', dest='video_dev', + help='device # of USB webcam (/dev/video?) [1]', + default=1, type=int) + parser.add_argument('--width', dest='image_width', + help='image width [1280]', + default=1280, type=int) + parser.add_argument('--height', dest='image_height', + help='image height [720]', + default=720, type=int) + parser.add_argument('--model', dest='model', + help='tf-trt object detecion model ' + '[{}]'.format(DEFAULT_MODEL), + default=DEFAULT_MODEL, type=str) + parser.add_argument('--build', dest='do_build', + help='re-build TRT pb file (instead of using' + 'the previously built version)', + action='store_true') + parser.add_argument('--tensorboard', dest='do_tensorboard', + help='write optimized graph summary to TensorBoard', + action='store_true') + parser.add_argument('--labelmap', dest='labelmap_file', + help='[{}]'.format(DEFAULT_LABELMAP), + default=DEFAULT_LABELMAP, type=str) + parser.add_argument('--num-classes', dest='num_classes', + help='number of object classes [90]', + default=DEFAULT_NUM_CLASSES, type=int) + parser.add_argument('--confidence', dest='conf_th', + help='confidence threshold [0.3]', + default=0.3, type=float) + args = parser.parse_args() + return args + + +def open_display_window(width, height): + """Open the cv2 window for displaying images with bounding boxeses.""" + cv2.namedWindow(WINDOW_NAME, cv2.WINDOW_NORMAL) + cv2.resizeWindow(WINDOW_NAME, width, height) + cv2.moveWindow(WINDOW_NAME, 0, 0) + cv2.setWindowTitle(WINDOW_NAME, 'Camera TFTRT Object Detection Demo ' + 'for Jetson TX2/TX1') + + +def draw_help_and_fps(img, fps): + """Draw help message and fps number at top-left corner of the image.""" + help_text = "'Esc' to Quit, 'H' for FPS & Help, 'F' for Fullscreen" + font = cv2.FONT_HERSHEY_PLAIN + line = cv2.LINE_AA + + fps_text = 'FPS: {:.1f}'.format(fps) + cv2.putText(img, help_text, (11, 20), font, 1.0, (32, 32, 32), 4, line) + cv2.putText(img, help_text, (10, 20), font, 1.0, (240, 240, 240), 1, line) + cv2.putText(img, fps_text, (11, 50), font, 1.0, (32, 32, 32), 4, line) + cv2.putText(img, fps_text, (10, 50), font, 1.0, (240, 240, 240), 1, line) + return img + + +def set_full_screen(full_scrn): + """Set display window to full screen or not.""" + prop = cv2.WINDOW_FULLSCREEN if full_scrn else cv2.WINDOW_NROMAL + cv2.setWindowProperty(WINDOW_NAME, cv2.WND_PROP_FULLSCREEN, prop) + + +def show_bounding_boxes(img, box, conf, cls, cls_dict): + """Draw detected bounding boxes on the original image.""" + font = cv2.FONT_HERSHEY_DUPLEX + for bb, cf, cl in zip(box, conf, cls): + cl = int(cl) + # Only keep non-background bounding boxes with confidence value + # greater than threshold + if cl == 0: + continue + y_min, x_min, y_max, x_max = bb[0], bb[1], bb[2], bb[3] + cv2.rectangle(img, (x_min, y_min), (x_max, y_max), BBOX_COLOR, 2) + txt_loc = (max(x_min, 5), max(y_min-3, 20)) + cls_name = cls_dict.get(cl, 'CLASS{}'.format(cl)) + txt = '{} {:.2f}'.format(cls_name, cf) + cv2.putText(img, txt, txt_loc, font, 0.8, BBOX_COLOR, 1) + return img + + +def loop_and_detect(tf_sess, cls_dict, conf_th, cam): + """Loop, grab images from camera, and do object detection.""" + show_fps = True + full_scrn = False + fps = 0.0 + tic = time.time() + while cam.thread_running: + if cv2.getWindowProperty(WINDOW_NAME, 0) < 0: + # Check to see if the user has closed the display window. + # If yes, terminate the while loop. + break + + img = cam.read() + if img is not None: + box, conf, cls = detect(img, tf_sess, conf_th) + img = show_bounding_boxes(img, box, conf, cls, cls_dict) + if show_fps: + img = draw_help_and_fps(img, fps) + cv2.imshow(WINDOW_NAME, img) + toc = time.time() + curr_fps = 1.0 / (toc - tic) + # calculate an exponentially decayed average of fps number + fps = curr_fps if fps == 0.0 else (fps*0.9 + curr_fps*0.1) + tic = toc + + key = cv2.waitKey(1) + if key == 27: # ESC key: quit program + break + elif key == ord('H') or key == ord('h'): # Toggle help/fps + show_fps = not show_fps + elif key == ord('F') or key == ord('f'): # Toggle fullscreen + full_scrn = not full_scrn + set_full_screen(full_scrn) + + +def main(): + logging.basicConfig(level=logging.INFO) + + args = parse_args() + logging.info('called with args: %s' % args) + + # build the class (index/name) dictionary from labelmap file + logging.info('reading label map') + cls_dict = read_label_map(args.labelmap_file, args.num_classes) + + pb_path = './data/{}_trt.pb'.format(args.model) + log_path = './logs/{}_trt'.format(args.model) + if args.do_build: + logging.info('building TRT graph and saving to pb: %s' % + pb_path) + build_trt_pb(args.model, pb_path) + + logging.info('opening camera device/file') + cam = Camera(args) + cam.open() + if not cam.is_opened: + sys.exit('Failed to open camera!') + + logging.info('loading TRT graph from pb: %s' % pb_path) + trt_graph = load_trt_pb(pb_path) + + logging.info('starting up TensorFlow session') + tf_config = tf.ConfigProto() + tf_config.gpu_options.allow_growth = True + tf_sess = tf.Session(config=tf_config, graph=trt_graph) + + if args.do_tensorboard: + logging.info('writing graph summary to TensorBoard') + write_graph_tensorboard(tf_sess, log_path) + + logging.info('warming up the TRT graph with a dummy image') + _, _, _ = detect(np.zeros((300, 300, 3), dtype=np.uint8), + tf_sess, conf_th=.3) + + cam.start() # ask the camera to start grabbing images + + # grab image and do object detection (until stopped by user) + logging.info('starting to loop and detect') + open_display_window(args.image_width, args.image_height) + loop_and_detect(tf_sess, cls_dict, args.conf_th, cam) + + logging.info('cleaning up') + cam.stop() # terminate the sub-thread in camera + tf_sess.close() + cam.release() + cv2.destroyAllWindows() + + +if __name__ == '__main__': + main() diff --git a/utils/camera.py b/utils/camera.py new file mode 100644 index 0000000..f5e45c8 --- /dev/null +++ b/utils/camera.py @@ -0,0 +1,146 @@ +"""camera.py + +This code implements the Camera class, which encapsulates code to +handle IP CAM, USB webcam or the Jetson onboard camera. The Camera +class is further extend to take either a video or an image file as +input. +""" + + +import logging +import threading + +import numpy as np +import cv2 + + +def open_cam_rtsp(uri, width, height, latency): + """Open an RTSP URI (IP CAM).""" + gst_str = ('rtspsrc location={} latency={} ! ' + 'rtph264depay ! h264parse ! omxh264dec ! ' + 'nvvidconv ! ' + 'video/x-raw, width=(int){}, height=(int){}, ' + 'format=(string)BGRx ! videoconvert ! ' + 'appsink').format(uri, latency, width, height) + return cv2.VideoCapture(gst_str, cv2.CAP_GSTREAMER) + + +def open_cam_usb(dev, width, height): + """Open a USB webcam. + + We want to set width and height here, otherwise we could just do: + return cv2.VideoCapture(dev) + """ + gst_str = ('v4l2src device=/dev/video{} ! ' + 'video/x-raw, width=(int){}, height=(int){}, ' + 'format=(string)RGB ! videoconvert ! ' + 'appsink').format(dev, width, height) + return cv2.VideoCapture(gst_str, cv2.CAP_GSTREAMER) + + +def open_cam_onboard(width, height): + """Open the Jetson onboard camera. + + On versions of L4T prior to 28.1, you might need to add + 'flip-method=2' into gst_str. + """ + gst_str = ('nvcamerasrc ! ' + 'video/x-raw(memory:NVMM), ' + 'width=(int)2592, height=(int)1458, ' + 'format=(string)I420, framerate=(fraction)30/1 ! ' + 'nvvidconv ! ' + 'video/x-raw, width=(int){}, height=(int){}, ' + 'format=(string)BGRx ! videoconvert ! ' + 'appsink').format(width, height) + return cv2.VideoCapture(gst_str, cv2.CAP_GSTREAMER) + + +def grab_img(cam): + """This 'grab_img' function is designed to be run in the sub-thread. + Once started, this thread continues to grab a new image and put it + into the global 'img_handle', until 'thread_running' is set to False. + """ + while cam.thread_running: + if cam.args.use_image: + assert cam.img_handle is not None, 'img_handle is empty in use_image case!' + # keep using the same img, no need to update it + else: + _, cam.img_handle = cam.cap.read() + if cam.img_handle is None: + logging.warning('grab_img(): cap.read() returns None...') + break + cam.thread_running = False + + +class Camera(): + """Camera class which supports reading images from theses video sources: + + 1. Video file + 2. Image (jpg, png, etc.) file, repeating indefinitely + 3. RTSP (IP CAM) + 4. USB webcam + 5. Jetson onboard camera + """ + + def __init__(self, args): + self.args = args + self.is_opened = False + self.thread_running = False + self.img_handle = None + self.cap = None + self.thread = None + + def open(self): + """Open camera based on command line arguments.""" + assert self.cap is None, 'Camera is already opened!' + args = self.args + if args.use_file: + self.cap = cv2.VideoCapture(args.filename) + # ignore image width/height settings here + elif args.use_image: + self.cap = 'OK' + self.img_handle = cv2.imread(args.filename) + # ignore image width/height settings here + if self.img_handle is not None: + self.is_opened = True + elif args.use_rtsp: + self.cap = open_cam_rtsp( + args.rtsp_uri, + args.image_width, + args.image_height, + args.rtsp_latency + ) + elif args.use_usb: + self.cap = open_cam_usb( + args.video_dev, + args.image_width, + args.image_height + ) + else: # by default, use the jetson onboard camera + self.cap = open_cam_onboard( + args.image_width, + args.image_height + ) + if self.cap != 'OK': + self.is_opened = self.cap.isOpened() + + def start(self): + assert not self.thread_running + self.thread_running = True + self.thread = threading.Thread(target=grab_img, args=(self,)) + self.thread.start() + + def stop(self): + self.thread_running = False + self.thread.join() + + def read(self): + if self.args.use_image: + return np.copy(self.img_handle) + else: + return self.img_handle + + def release(self): + assert not self.thread_running + if self.cap != 'OK': + self.cap.release() diff --git a/utils/ssd_utils.py b/utils/ssd_utils.py new file mode 100644 index 0000000..3406b96 --- /dev/null +++ b/utils/ssd_utils.py @@ -0,0 +1,118 @@ +'''ssd_utils.py +''' + + +import numpy as np +import cv2 +import tensorflow as tf +import tensorflow.contrib.tensorrt as trt + + +def read_label_map(path_to_labels, num_classes): + """Read from the label map file and return a class dictionary which + maps class id (int) to the corresponding display name (string). + + Reference: https://github.com/tensorflow/models/blob/master/research/object_detection/object_detection_tutorial.ipynb + """ + from object_detection.utils import label_map_util + + label_map = label_map_util.load_labelmap(path_to_labels) + categories = label_map_util.convert_label_map_to_categories( + label_map, max_num_classes=num_classes, use_display_name=True) + # We do `x['id']-1` below, because 'class' output of the object + # detection model is 0-based, while class ids in the label map + # is 1-based. + return {int(x['id'])-1: x['name'] for x in categories} + + +def build_trt_pb(model_name, pb_path, download_dir='data'): + """Build TRT model from the original TF model, and save the graph + into a pb file for faster access in the future. + + The code was mostly taken from the following example by NVIDIA. + https://github.com/NVIDIA-Jetson/tf_trt_models/blob/master/examples/detection/detection.ipynb + """ + from tf_trt_models.detection import download_detection_model + from tf_trt_models.detection import build_detection_graph + + config_path, checkpoint_path = download_detection_model( + model_name, + download_dir + ) + frozen_graph_def, input_names, output_names = build_detection_graph( + config=config_path, + checkpoint=checkpoint_path + ) + assert input_names[0] == 'input' + assert 'boxes' in output_names + assert 'classes' in output_names + assert 'scores' in output_names + trt_graph_def = trt.create_inference_graph( + input_graph_def=frozen_graph_def, + outputs=output_names, + max_batch_size=1, + max_workspace_size_bytes=1 << 26, + precision_mode='FP16', + minimum_segment_size=50 + ) + with open(pb_path, 'wb') as pf: + pf.write(trt_graph_def.SerializeToString()) + + +def load_trt_pb(pb_path): + """Load the TRT graph from the pre-build pb file.""" + trt_graph_def = tf.GraphDef() + with tf.gfile.GFile(pb_path, 'rb') as pf: + trt_graph_def.ParseFromString(pf.read()) + # force CPU device placement for NMS ops + for node in trt_graph_def.node: + if 'NonMaxSuppression' in node.name: + node.device = '/device:CPU:0' + with tf.Graph().as_default() as trt_graph: + tf.import_graph_def(trt_graph_def, name='') + return trt_graph + + +def write_graph_tensorboard(sess, log_path): + """Write graph summary to log_path, so TensorBoard could display it.""" + writer = tf.summary.FileWriter(log_path) + writer.add_graph(sess.graph) + writer.flush() + writer.close() + + +def preprocess(src, shape=(300, 300)): + """Preprocess input image for the TF-TRT object detection model.""" + img = cv2.resize(src, shape) + img = img.astype(np.uint8) + # BGR to RGB + img = img[..., ::-1] + return img + + +def postprocess(img, boxes, scores, classes, conf_th): + """Postprocess ouput of the TF-TRT object detector.""" + h, w, _ = img.shape + out_box = boxes[0] * np.array([h, w, h, w]) + out_box = out_box.astype(np.int32) + out_conf = scores[0] + out_cls = classes[0].astype(np.int32) + + # only return bboxes with confidence score above threshold + mask = np.where(out_conf >= conf_th) + return (out_box[mask], out_conf[mask], out_cls[mask]) + + +def detect(origimg, tf_sess, conf_th): + """Do object detection over 1 image.""" + tf_input = tf_sess.graph.get_tensor_by_name('input:0') + tf_scores = tf_sess.graph.get_tensor_by_name('scores:0') + tf_boxes = tf_sess.graph.get_tensor_by_name('boxes:0') + tf_classes = tf_sess.graph.get_tensor_by_name('classes:0') + + img = preprocess(origimg) + scores, boxes, classes = tf_sess.run( + [tf_scores, tf_boxes, tf_classes], + feed_dict={tf_input: img[None, ...]}) + box, conf, cls = postprocess(origimg, boxes, scores, classes, conf_th) + return (box, conf, cls) From 451770230c13ba5ca199e71c1dc3bcc43d87042c Mon Sep 17 00:00:00 2001 From: JK Jung Date: Fri, 14 Sep 2018 13:22:42 +0800 Subject: [PATCH 05/50] Replace NVIDIA's README.md wiht my own stuffs, including description about camera_tf_trt.py --- README.md | 273 +++++++++++--------------------------- data/huskies_detected.png | Bin 0 -> 576287 bytes 2 files changed, 77 insertions(+), 196 deletions(-) create mode 100644 data/huskies_detected.png diff --git a/README.md b/README.md index 694f3ae..637a53b 100644 --- a/README.md +++ b/README.md @@ -1,247 +1,128 @@ TensorFlow/TensorRT Models on Jetson ==================================== -

-landing graphic -

- -This repository contains scripts and documentation to use TensorFlow image classification and object detection models on NVIDIA Jetson. The models are sourced from the [TensorFlow models repository](https://github.com/tensorflow/models) -and optimized using TensorRT. +This repository was forked from NVIDIA's [tf_trt_models](https://github.com/NVIDIA-Jetson/tf_trt_models) repository. It contains sctipts to optimize TensorFlow models with TensorRT, as well as scripts for testing/demo. The models are sourced from the [TensorFlow models repository](https://github.com/tensorflow/models). This repository mainly focuses on **object detection** models. * [Setup](#setup) -* [Image Classification](#ic) - * [Models](#ic_models) - * [Download pretrained model](#ic_download) - * [Build TensorRT / Jetson compatible graph](#ic_build) - * [Optimize with TensorRT](#ic_trt) - * [Jupyter Notebook Sample](#ic_notebook) - * [Train for custom task](#ic_train) * [Object Detection](#od) * [Models](#od_models) - * [Download pretrained model](#od_download) - * [Build TensorRT / Jetson compatible graph](#od_build) - * [Optimize with TensorRT](#od_trt) - * [Jupyter Notebook Sample](#od_notebook) - * [Train for custom task](#od_train) + * [Real-time object detection with TensorRT optimized models](#rt_od) Setup ----- -1. Flash your Jetson TX2 with JetPack 3.2 (including TensorRT). -2. Install miscellaneous dependencies on Jetson +Refer to this blog post for more details: [TensorFlow/TensorRT Models on Jetson TX2](https://jkjung-avt.github.io/tf-trt-modelsr/) + +1. Flash your Jetson TX2 with JetPack 3.3 (including TensorRT). +2. Install OpenCV 3.4.x on Jetson. Reference: [How to Install OpenCV (3.4.0) on Jetson TX2](https://jkjung-avt.github.io/opencv3-on-tx2/). +3. Download and install TensorFlow 1.10.0 (with TensorRT support). Download link: [TensorFlow 1.10 wheel with JetPack 3.3](https://devtalk.nvidia.com/default/topic/1031300/jetson-tx2/tensorflow-1-8-wheel-with-jetpack-3-2-/). Note that I use python3 for all my testing and development work. ``` - sudo apt-get install python-pip python-matplotlib python-pil + sudo pip3 install tensorflow-1.10.0-cp35-cp35m-linux_aarch64.whl ``` - -3. Install TensorFlow 1.7+ (with TensorRT support). Download the [pre-built pip wheel](https://devtalk.nvidia.com/default/topic/1031300/jetson-tx2/tensorflow-1-8-wheel-with-jetpack-3-2-/) and install using pip. - - ``` - sudo pip install tensorflow-1.8.0-cp27-cp27mu-linux_aarch64.whl - ``` - - or if you're using Python 3. - - ``` - sudo pip3 install tensorflow-1.8.0-cp35-cp35m-linux_aarch64.whl - ``` - - -4. Clone this repository - - ``` - git clone --recursive https://github.com/NVIDIA-Jetson/tf_trt_models.git - cd tf_trt_models - ``` - -5. Run the installation script - - ``` - ./install.sh - ``` - - or if you want to specify python intepreter - - ``` - ./install.sh python3 - ``` - - -Image Classification --------------------- - - -classification - - - -### Models - -| Model | Input Size | TF-TRT TX2 | TF TX2 | -|:------|:----------:|-----------:|-------:| -| inception_v1 | 224x224 | 7.36ms | 22.9ms | -| inception_v2 | 224x224 | 9.08ms | 31.8ms | -| inception_v3 | 299x299 | 20.7ms | 74.3ms | -| inception_v4 | 299x299 | 38.5ms | 129ms | -| inception_resnet_v2 | 299x299 | | 158ms | -| resnet_v1_50 | 224x224 | 12.5ms | 55.1ms | -| resnet_v1_101 | 224x224 | 20.6ms | 91.0ms | -| resnet_v1_152 | 224x224 | 28.9ms | 124ms | -| resnet_v2_50 | 299x299 | 26.5ms | 73.4ms | -| resnet_v2_101 | 299x299 | 46.9ms | | -| resnet_v2_152 | 299x299 | 69.0ms | | -| mobilenet_v1_0p25_128 | 128x128 | 3.72ms | 7.99ms | -| mobilenet_v1_0p5_160 | 160x160 | 4.47ms | 8.69ms | -| mobilenet_v1_1p0_224 | 224x224 | 11.1ms | 17.3ms | - -**TF** - Original TensorFlow graph (FP32) - -**TF-TRT** - TensorRT optimized graph (FP16) - -The above benchmark timings were gathered after placing the Jetson TX2 in MAX-N -mode. To do this, run the following commands in a terminal: - -``` -sudo nvpmodel -m 0 -sudo ~/jetson_clocks.sh -``` - - -### Download pretrained model -As a convenience, we provide a script to download pretrained models sourced from the -TensorFlow models repository. +4. Clone this repository. -```python -from tf_trt_models.classification import download_classification_checkpoint - -checkpoint_path = download_classification_checkpoint('inception_v2') -``` -To manually download the pretrained models, follow the links [here](https://github.com/tensorflow/models/tree/master/research/slim#Pretrained). - - - -### Build TensorRT / Jetson compatible graph - -```python -from tf_trt_models.classification import build_classification_graph - -frozen_graph, input_names, output_names = build_classification_graph( - model='inception_v2', - checkpoint=checkpoint_path, - num_classes=1001 -) -``` - -### Optimize with TensorRT - -```python -import tensorflow.contrib.tensorrt as trt - -trt_graph = trt.create_inference_graph( - input_graph_def=frozen_graph, - outputs=output_names, - max_batch_size=1, - max_workspace_size_bytes=1 << 25, - precision_mode='FP16', - minimum_segment_size=50 -) -``` - - -### Jupyter Notebook Sample - -For a comprehensive example of performing the above steps and executing on a real -image, see the [jupyter notebook sample](examples/classification/classification.ipynb). + ``` + cd ~/project + git clone --recursive https://github.com/jkjung-avt/tf_trt_models + cd tf_trt_models + ``` - -### Train for custom task +5. Run the installation script. -Follow the documentation from the [TensorFlow models repository](https://github.com/tensorflow/models/tree/master/research/slim). -Once you have obtained a checkpoint, proceed with building the graph and optimizing -with TensorRT as shown above. + ``` + ./install.sh + ``` Object Detection ---------------- -detection +Please refer to the original [NVIDIA-Jetson/tf_trt_models](https://github.com/NVIDIA-Jetson/tf_trt_models) for code snippets which demonstrate how to download pretrained object detection models, how to build TensorFlow graph and how to optimize the models with TensorRT. ### Models -| Model | Input Size | TF-TRT TX2 | TF TX2 | -|:------|:----------:|-----------:|-------:| -| ssd_mobilenet_v1_coco | 300x300 | 50.5ms | 72.9ms | -| ssd_inception_v2_coco | 300x300 | 54.4ms | 132ms | +| Model | Input Size | TF-TRT TX2 | TF TX2 | +|:----------------------|:----------:|-----------:|-------:| +| ssd_mobilenet_v1_coco | 300x300 | ~70ms (?) | 72.9ms | +| ssd_inception_v2_coco | 300x300 | ~70ms (?) | 132ms | **TF** - Original TensorFlow graph (FP32) **TF-TRT** - TensorRT optimized graph (FP16) -The above benchmark timings were gathered after placing the Jetson TX2 in MAX-N -mode. To do this, run the following commands in a terminal: +The above benchmark timings were gathered after placing the Jetson TX2 in MAX-N mode. To do this, run the following commands in a terminal: ``` sudo nvpmodel -m 0 sudo ~/jetson_clocks.sh ``` - -### Download pretrained model + +### Real-time object detection with TensorRT optimized models -As a convenience, we provide a script to download pretrained model weights and config files sourced from the -TensorFlow models repository. +The `camera_tf_trt.py` scripts supports video inputs from: (1) a video file, say mp4, (2) an image file, say jpg or png, (3) an RTSP stream from an IP CAM, (4) a USB webcam, (5) the Jetson onboard camera. Check out its help message about how to invoke it with a specific video source. -```python -from tf_trt_models.detection import download_detection_model - -config_path, checkpoint_path = download_detection_model('ssd_inception_v2_coco') ``` -To manually download the pretrained models, follow the links [here](https://github.com/tensorflow/models/blob/master/research/object_detection/g3doc/detection_model_zoo.md). - - -### Build TensorRT / Jetson compatible graph - -```python -from tf_trt_models.detection import - -frozen_graph, input_names, output_names = build_detection_graph( - config=config_path, - checkpoint=checkpoint_path -) +$ python3 camera_tf_trt.py --help +usage: camera_tf_trt.py [-h] [--file] [--image] [--filename FILENAME] [--rtsp] + [--uri RTSP_URI] [--latency RTSP_LATENCY] [--usb] + [--vid VIDEO_DEV] [--width IMAGE_WIDTH] + [--height IMAGE_HEIGHT] [--model MODEL] [--build] + [--tensorboard] [--labelmap LABELMAP_FILE] + [--num-classes NUM_CLASSES] [--confidence CONF_TH] + +This script captures and displays live camera video, and does real-time object +detection with TF-TRT model on Jetson TX2/TX1 + +optional arguments: + -h, --help show this help message and exit + --file use a video file as input (remember to also set + --filename) + --image use an image file as input (remember to also set + --filename) + --filename FILENAME video file name, e.g. test.mp4 + --rtsp use IP CAM (remember to also set --uri) + --uri RTSP_URI RTSP URI, e.g. rtsp://192.168.1.64:554 + --latency RTSP_LATENCY + latency in ms for RTSP [200] + --usb use USB webcam (remember to also set --vid) + --vid VIDEO_DEV device # of USB webcam (/dev/video?) [1] + --width IMAGE_WIDTH image width [1280] + --height IMAGE_HEIGHT + image height [720] + --model MODEL tf-trt object detecion model [ssd_inception_v2_coco] + --build re-build TRT pb file (instead of usingthe previously + built version) + --tensorboard write optimized graph summary to TensorBoard + --labelmap LABELMAP_FILE + [third_party/models/research/object_detection/data/msc + oco_label_map.pbtxt] + --num-classes NUM_CLASSES + number of object classes [90] + --confidence CONF_TH confidence threshold [0.3] ``` - -### Optimize with TensorRT +The `--model` option only supports `ssd_inception_v2_coco` (default) and `ssd_mobilenet_v1` now. It would probably be extended to support more object detection models in the future. The `--build` option only needs to be done once for each object detection model. The TensorRT optimized graph would be saved/cached into a protobuf file, so that later invocations of the script could load the cached graph directly without going through the optimization steps again. + -```python -import tensorflow.contrib.tensorrt as trt +Example #1: build TensorRT optimized 'ssd_mobilenet_v1_coco' model and run real-time object detection with USB webcam. -trt_graph = trt.create_inference_graph( - input_graph_def=frozen_graph, - outputs=output_names, - max_batch_size=1, - max_workspace_size_bytes=1 << 25, - precision_mode='FP16', - minimum_segment_size=50 -) +``` +python3 camera_tf_trt.py --usb --model ssd_mobilenet_v1_coco --build` ``` - -### Jupyter Notebook Sample +Example #2: verify the optimized 'ssd_mobilenet_v1_coco' model with NVIDIA's original huskies picture. -For a comprehensive example of performing the above steps and executing on a real -image, see the [jupyter notebook sample](examples/detection/detection.ipynb). +``` +python3 camera_tf_trt.py --image --filename examples/detection/data/huskies.jpg --model ssd_mobilenet_v1_coco +``` - -### Train for custom task +Here is the result of example #2. -Follow the documentation from the [TensorFlow models repository](https://github.com/tensorflow/models/tree/master/research/object_detection). -Once you have obtained a checkpoint, proceed with building the graph and optimizing -with TensorRT as shown above. Please note that all models are not tested so -you should use an object detection -config file during training that resembles one of the ssd_mobilenet_v1_coco or -ssd_inception_v2_coco models. Some config parameters may be modified, such as the number of -classes, image size, non-max supression parameters, but the performance may vary. +

+MobileNet V1 SSD detection result on huskies.jpg +

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zlAx9YeFa2wOW9xS% z5%_NMdAhGLVujP&2;}XmJ(w~F!wCoZlnA~$o{AR?tr9&>&tVtbq6&||_5MW7EfUW2 zx2ILY@=k=AL+z}r8ogEzr(a~1D7O!n-hAn4VPUgaXfQstb6?0!iMkuKYKIR7 Kf7cKYo%3HP`?PHU From ff30619637cbc4b268ce2b651e87906e9274e083 Mon Sep 17 00:00:00 2001 From: JK Jung Date: Mon, 17 Sep 2018 21:09:16 +0800 Subject: [PATCH 18/50] Add the tensorflow SSD model config files (don't download the original ones from tensorflow model repository), in which the 'score_threshold' has been modified from 1e-8 to 0.3 --- data/ssd_inception_v2_coco.config | 190 +++++++++++++++++++++++++++++ data/ssd_mobilenet_v1_coco.config | 195 ++++++++++++++++++++++++++++++ 2 files changed, 385 insertions(+) create mode 100644 data/ssd_inception_v2_coco.config create mode 100644 data/ssd_mobilenet_v1_coco.config diff --git a/data/ssd_inception_v2_coco.config b/data/ssd_inception_v2_coco.config new file mode 100644 index 0000000..8897cea --- /dev/null +++ b/data/ssd_inception_v2_coco.config @@ -0,0 +1,190 @@ +# SSD with Inception v2 configuration for MSCOCO Dataset. +# Users should configure the fine_tune_checkpoint field in the train config as +# well as the label_map_path and input_path fields in the train_input_reader and +# eval_input_reader. Search for "PATH_TO_BE_CONFIGURED" to find the fields that +# should be configured. + +model { + ssd { + num_classes: 90 + box_coder { + faster_rcnn_box_coder { + y_scale: 10.0 + x_scale: 10.0 + height_scale: 5.0 + width_scale: 5.0 + } + } + matcher { + argmax_matcher { + matched_threshold: 0.5 + unmatched_threshold: 0.5 + ignore_thresholds: false + negatives_lower_than_unmatched: true + force_match_for_each_row: true + } + } + similarity_calculator { + iou_similarity { + } + } + anchor_generator { + ssd_anchor_generator { + num_layers: 6 + min_scale: 0.2 + max_scale: 0.95 + aspect_ratios: 1.0 + aspect_ratios: 2.0 + aspect_ratios: 0.5 + aspect_ratios: 3.0 + aspect_ratios: 0.3333 + reduce_boxes_in_lowest_layer: true + } + } + image_resizer { + fixed_shape_resizer { + height: 300 + width: 300 + } + } + box_predictor { + convolutional_box_predictor { + min_depth: 0 + max_depth: 0 + num_layers_before_predictor: 0 + use_dropout: false + dropout_keep_probability: 0.8 + kernel_size: 3 + box_code_size: 4 + apply_sigmoid_to_scores: false + conv_hyperparams { + activation: RELU_6, + regularizer { + l2_regularizer { + weight: 0.00004 + } + } + initializer { + truncated_normal_initializer { + stddev: 0.03 + mean: 0.0 + } + } + } + } + } + feature_extractor { + type: 'ssd_inception_v2' + min_depth: 16 + depth_multiplier: 1.0 + conv_hyperparams { + activation: RELU_6, + regularizer { + l2_regularizer { + weight: 0.00004 + } + } + initializer { + truncated_normal_initializer { + stddev: 0.03 + mean: 0.0 + } + } + batch_norm { + train: true, + scale: true, + center: true, + decay: 0.9997, + epsilon: 0.001, + } + } + override_base_feature_extractor_hyperparams: true + } + loss { + classification_loss { + weighted_sigmoid { + } + } + localization_loss { + weighted_smooth_l1 { + } + } + hard_example_miner { + num_hard_examples: 3000 + iou_threshold: 0.99 + loss_type: CLASSIFICATION + max_negatives_per_positive: 3 + min_negatives_per_image: 0 + } + classification_weight: 1.0 + localization_weight: 1.0 + } + normalize_loss_by_num_matches: true + post_processing { + batch_non_max_suppression { + #score_threshold: 1e-8 + score_threshold: 0.3 + iou_threshold: 0.6 + max_detections_per_class: 100 + max_total_detections: 100 + } + score_converter: SIGMOID + } + } +} + +train_config: { + batch_size: 24 + optimizer { + rms_prop_optimizer: { + learning_rate: { + exponential_decay_learning_rate { + initial_learning_rate: 0.004 + decay_steps: 800720 + decay_factor: 0.95 + } + } + momentum_optimizer_value: 0.9 + decay: 0.9 + epsilon: 1.0 + } + } + fine_tune_checkpoint: "PATH_TO_BE_CONFIGURED/model.ckpt" + from_detection_checkpoint: true + # Note: The below line limits the training process to 200K steps, which we + # empirically found to be sufficient enough to train the pets dataset. This + # effectively bypasses the learning rate schedule (the learning rate will + # never decay). Remove the below line to train indefinitely. + num_steps: 200000 + data_augmentation_options { + random_horizontal_flip { + } + } + data_augmentation_options { + ssd_random_crop { + } + } +} + +train_input_reader: { + tf_record_input_reader { + input_path: "PATH_TO_BE_CONFIGURED/mscoco_train.record-?????-of-00100" + } + label_map_path: "PATH_TO_BE_CONFIGURED/mscoco_label_map.pbtxt" +} + +eval_config: { + num_examples: 8000 + # Note: The below line limits the evaluation process to 10 evaluations. + # Remove the below line to evaluate indefinitely. + max_evals: 10 +} + +eval_input_reader: { + tf_record_input_reader { + input_path: "PATH_TO_BE_CONFIGURED/mscoco_val.record-?????-of-00010" + } + label_map_path: "PATH_TO_BE_CONFIGURED/mscoco_label_map.pbtxt" + shuffle: false + num_readers: 1 +} diff --git a/data/ssd_mobilenet_v1_coco.config b/data/ssd_mobilenet_v1_coco.config new file mode 100644 index 0000000..a8cd4eb --- /dev/null +++ b/data/ssd_mobilenet_v1_coco.config @@ -0,0 +1,195 @@ +# SSD with Mobilenet v1 configuration for MSCOCO Dataset. +# Users should configure the fine_tune_checkpoint field in the train config as +# well as the label_map_path and input_path fields in the train_input_reader and +# eval_input_reader. Search for "PATH_TO_BE_CONFIGURED" to find the fields that +# should be configured. + +model { + ssd { + num_classes: 90 + box_coder { + faster_rcnn_box_coder { + y_scale: 10.0 + x_scale: 10.0 + height_scale: 5.0 + width_scale: 5.0 + } + } + matcher { + argmax_matcher { + matched_threshold: 0.5 + unmatched_threshold: 0.5 + ignore_thresholds: false + negatives_lower_than_unmatched: true + force_match_for_each_row: true + } + } + similarity_calculator { + iou_similarity { + } + } + anchor_generator { + ssd_anchor_generator { + num_layers: 6 + min_scale: 0.2 + max_scale: 0.95 + aspect_ratios: 1.0 + aspect_ratios: 2.0 + aspect_ratios: 0.5 + aspect_ratios: 3.0 + aspect_ratios: 0.3333 + } + } + image_resizer { + fixed_shape_resizer { + height: 300 + width: 300 + } + } + box_predictor { + convolutional_box_predictor { + min_depth: 0 + max_depth: 0 + num_layers_before_predictor: 0 + use_dropout: false + dropout_keep_probability: 0.8 + kernel_size: 1 + box_code_size: 4 + apply_sigmoid_to_scores: false + conv_hyperparams { + activation: RELU_6, + regularizer { + l2_regularizer { + weight: 0.00004 + } + } + initializer { + truncated_normal_initializer { + stddev: 0.03 + mean: 0.0 + } + } + batch_norm { + train: true, + scale: true, + center: true, + decay: 0.9997, + epsilon: 0.001, + } + } + } + } + feature_extractor { + type: 'ssd_mobilenet_v1' + min_depth: 16 + depth_multiplier: 1.0 + conv_hyperparams { + activation: RELU_6, + regularizer { + l2_regularizer { + weight: 0.00004 + } + } + initializer { + truncated_normal_initializer { + stddev: 0.03 + mean: 0.0 + } + } + batch_norm { + train: true, + scale: true, + center: true, + decay: 0.9997, + epsilon: 0.001, + } + } + } + loss { + classification_loss { + weighted_sigmoid { + } + } + localization_loss { + weighted_smooth_l1 { + } + } + hard_example_miner { + num_hard_examples: 3000 + iou_threshold: 0.99 + loss_type: CLASSIFICATION + max_negatives_per_positive: 3 + min_negatives_per_image: 0 + } + classification_weight: 1.0 + localization_weight: 1.0 + } + normalize_loss_by_num_matches: true + post_processing { + batch_non_max_suppression { + #score_threshold: 1e-8 + score_threshold: 0.3 + iou_threshold: 0.6 + max_detections_per_class: 100 + max_total_detections: 100 + } + score_converter: SIGMOID + } + } +} + +train_config: { + batch_size: 24 + optimizer { + rms_prop_optimizer: { + learning_rate: { + exponential_decay_learning_rate { + initial_learning_rate: 0.004 + decay_steps: 800720 + decay_factor: 0.95 + } + } + momentum_optimizer_value: 0.9 + decay: 0.9 + epsilon: 1.0 + } + } + fine_tune_checkpoint: "PATH_TO_BE_CONFIGURED/model.ckpt" + from_detection_checkpoint: true + # Note: The below line limits the training process to 200K steps, which we + # empirically found to be sufficient enough to train the pets dataset. This + # effectively bypasses the learning rate schedule (the learning rate will + # never decay). Remove the below line to train indefinitely. + num_steps: 200000 + data_augmentation_options { + random_horizontal_flip { + } + } + data_augmentation_options { + ssd_random_crop { + } + } +} + +train_input_reader: { + tf_record_input_reader { + input_path: "PATH_TO_BE_CONFIGURED/mscoco_train.record-?????-of-00100" + } + label_map_path: "PATH_TO_BE_CONFIGURED/mscoco_label_map.pbtxt" +} + +eval_config: { + num_examples: 8000 + # Note: The below line limits the evaluation process to 10 evaluations. + # Remove the below line to evaluate indefinitely. + max_evals: 10 +} + +eval_input_reader: { + tf_record_input_reader { + input_path: "PATH_TO_BE_CONFIGURED/mscoco_val.record-?????-of-00010" + } + label_map_path: "PATH_TO_BE_CONFIGURED/mscoco_label_map.pbtxt" + shuffle: false + num_readers: 1 +} From e9281ab1a2bf0c304902ba94ac49715c1c3cf820 Mon Sep 17 00:00:00 2001 From: JK Jung Date: Wed, 19 Sep 2018 22:55:12 +0800 Subject: [PATCH 19/50] Add link to tensorflow 1.8.0 wheel for JetPack-3.3 (built by myself) --- README.md | 105 +++++++++++++++++++++++++++--------------------------- 1 file changed, 53 insertions(+), 52 deletions(-) diff --git a/README.md b/README.md index bb89307..9bd6d0a 100644 --- a/README.md +++ b/README.md @@ -14,15 +14,17 @@ Setup Refer to this blog post for more details: [TensorFlow/TensorRT Models on Jetson TX2](https://jkjung-avt.github.io/tf-trt-models/) -1. Flash the target Jetson TX2 system with JetPack 3.3. Note that TensorRT 4.0 GA would be installed in the process. +1. Flash the target Jetson TX2 system with either JetPack-3.2.1 (TensorRT 3.0 GA included) or JetPack 3.3 (TensorRT 4.0 GA). 2. Install OpenCV 3.4.x on Jetson. Reference: [How to Install OpenCV (3.4.0) on Jetson TX2](https://jkjung-avt.github.io/opencv3-on-tx2/). -3. Download and install TensorFlow 1.10.0 (with TensorRT support). Download link: [TensorFlow 1.10 wheel with JetPack 3.3](https://devtalk.nvidia.com/default/topic/1031300/jetson-tx2/tensorflow-1-8-wheel-with-jetpack-3-2-/). Note that python3 was used for all testing and development work by the author. +3. Download and install TensorFlow 1.8.0 (with TensorRT support). Note that the author has tested TensorFlow 1.9.0, 1.10.0, and 1.10.1. They do not work well on Jetson TX2. TensorFlow **1.8.0** is highly recommended at the time of this writing if you'd like to use TF-TRT on Jetson TX2. Also note that python3 was used for all testing and development work by the author. + + Download [this pip wheel](https://nvidia.app.box.com/v/TF180-Py35-wTRT) if you are using JetPack-3.2.1. Otherwise download [this pip wheel](https://drive.google.com/open?id=1bAUNe26fKgGXuJiZYs1eT2ig8SCj2gW-) if you are using JetPack-3.3. ``` - $ sudo pip3 install tensorflow-1.10.0-cp35-cp35m-linux_aarch64.whl + $ sudo pip3 install tensorflow-1.8.0-cp35-cp35m-linux_aarch64.whl ``` -4. Clone this repository. +4. Clone this repository. (Do use this repository instead of NVIDIA's original tf_trt_models repository, if you would like to run the script described below.) ``` $ cd ~/project @@ -45,66 +47,65 @@ Please refer to the original [NVIDIA-Jetson/tf_trt_models](https://github.com/NV ### Models -| Model | Input Size | TF-TRT TX2 | TF TX2 | -|:----------------------|:----------:|-----------:|-------:| -| ssd_mobilenet_v1_coco | 300x300 | ~70ms (?) | 72.9ms | -| ssd_inception_v2_coco | 300x300 | ~70ms (?) | 132ms | +| Model | Input Size | TF TX2 | TF-TRT TX2 | +|:----------------------|:----------:|:------:|:----------:| +| ssd_mobilenet_v1_coco | 300x300 | 72.9ms | 50.5ms | +| ssd_inception_v2_coco | 300x300 | 132ms | 54.4ms | **TF** - Original TensorFlow graph (FP32) - **TF-TRT** - TensorRT optimized graph (FP16) The above benchmark timings were gathered after the Jetson TX2 was placed in MAX-N mode. To set TX2 into MAX-N mode, run the following commands in a terminal: -``` -$ sudo nvpmodel -m 0 -$ sudo ~/jetson_clocks.sh -``` + ``` + $ sudo nvpmodel -m 0 + $ sudo ~/jetson_clocks.sh + ``` ### Real-time object detection with TensorRT optimized models The `camera_tf_trt.py` script supports video inputs from one of the following sources: (1) a video file, say mp4, (2) an image file, say jpg or png, (3) an RTSP stream from an IP CAM, (4) a USB webcam, (5) the Jetson onboard camera. Check out the help message about how to invoke the script with a specific video source. -``` -$ python3 camera_tf_trt.py --help -usage: camera_tf_trt.py [-h] [--file] [--image] [--filename FILENAME] [--rtsp] - [--uri RTSP_URI] [--latency RTSP_LATENCY] [--usb] - [--vid VIDEO_DEV] [--width IMAGE_WIDTH] - [--height IMAGE_HEIGHT] [--model MODEL] [--build] - [--tensorboard] [--labelmap LABELMAP_FILE] - [--num-classes NUM_CLASSES] [--confidence CONF_TH] - -This script captures and displays live camera video, and does real-time object -detection with TF-TRT model on Jetson TX2/TX1 - -optional arguments: - -h, --help show this help message and exit - --file use a video file as input (remember to also set - --filename) - --image use an image file as input (remember to also set - --filename) - --filename FILENAME video file name, e.g. test.mp4 - --rtsp use IP CAM (remember to also set --uri) - --uri RTSP_URI RTSP URI, e.g. rtsp://192.168.1.64:554 - --latency RTSP_LATENCY - latency in ms for RTSP [200] - --usb use USB webcam (remember to also set --vid) - --vid VIDEO_DEV device # of USB webcam (/dev/video?) [1] - --width IMAGE_WIDTH image width [1280] - --height IMAGE_HEIGHT - image height [720] - --model MODEL tf-trt object detecion model [ssd_inception_v2_coco] - --build re-build TRT pb file (instead of usingthe previously - built version) - --tensorboard write optimized graph summary to TensorBoard - --labelmap LABELMAP_FILE - [third_party/models/research/object_detection/data/msc - oco_label_map.pbtxt] - --num-classes NUM_CLASSES - number of object classes [90] - --confidence CONF_TH confidence threshold [0.3] -``` + ``` + $ python3 camera_tf_trt.py --help + usage: camera_tf_trt.py [-h] [--file] [--image] [--filename FILENAME] [--rtsp] + [--uri RTSP_URI] [--latency RTSP_LATENCY] [--usb] + [--vid VIDEO_DEV] [--width IMAGE_WIDTH] + [--height IMAGE_HEIGHT] [--model MODEL] [--build] + [--tensorboard] [--labelmap LABELMAP_FILE] + [--num-classes NUM_CLASSES] [--confidence CONF_TH] + + This script captures and displays live camera video, and does real-time object + detection with TF-TRT model on Jetson TX2/TX1 + + optional arguments: + -h, --help show this help message and exit + --file use a video file as input (remember to also set + --filename) + --image use an image file as input (remember to also set + --filename) + --filename FILENAME video file name, e.g. test.mp4 + --rtsp use IP CAM (remember to also set --uri) + --uri RTSP_URI RTSP URI, e.g. rtsp://192.168.1.64:554 + --latency RTSP_LATENCY + latency in ms for RTSP [200] + --usb use USB webcam (remember to also set --vid) + --vid VIDEO_DEV device # of USB webcam (/dev/video?) [1] + --width IMAGE_WIDTH image width [1280] + --height IMAGE_HEIGHT + image height [720] + --model MODEL tf-trt object detecion model [ssd_inception_v2_coco] + --build re-build TRT pb file (instead of usingthe previously + built version) + --tensorboard write optimized graph summary to TensorBoard + --labelmap LABELMAP_FILE + [third_party/models/research/object_detection/data/msc + oco_label_map.pbtxt] + --num-classes NUM_CLASSES + number of object classes [90] + --confidence CONF_TH confidence threshold [0.3] + ``` The `--model` option could only be set to `ssd_inception_v2_coco` (default) or `ssd_mobilenet_v1` now. It would likely be extended to support more object detection models in the future. The `--build` option only needs to be done once for each object detection model. The TensorRT optimized graph would be saved/cached into a protobuf file, so that later invocations of the script could load the cached graph directly without going through the optimization process again. From 263ea8a7775bc552cda7457bde630e61d7730f69 Mon Sep 17 00:00:00 2001 From: JK Jung Date: Wed, 19 Sep 2018 23:00:22 +0800 Subject: [PATCH 20/50] Add highlights on the pip wheel download links --- README.md | 4 ++-- 1 file changed, 2 insertions(+), 2 deletions(-) diff --git a/README.md b/README.md index 9bd6d0a..135bba3 100644 --- a/README.md +++ b/README.md @@ -16,9 +16,9 @@ Refer to this blog post for more details: [TensorFlow/TensorRT Models on Jetson 1. Flash the target Jetson TX2 system with either JetPack-3.2.1 (TensorRT 3.0 GA included) or JetPack 3.3 (TensorRT 4.0 GA). 2. Install OpenCV 3.4.x on Jetson. Reference: [How to Install OpenCV (3.4.0) on Jetson TX2](https://jkjung-avt.github.io/opencv3-on-tx2/). -3. Download and install TensorFlow 1.8.0 (with TensorRT support). Note that the author has tested TensorFlow 1.9.0, 1.10.0, and 1.10.1. They do not work well on Jetson TX2. TensorFlow **1.8.0** is highly recommended at the time of this writing if you'd like to use TF-TRT on Jetson TX2. Also note that python3 was used for all testing and development work by the author. +3. Download and install TensorFlow 1.8.0 (with TensorRT support). Note that the author has tested TensorFlow 1.9.0, 1.10.0, and 1.10.1. They do not work well on Jetson TX2. **TensorFlow 1.8.0 is highly recommended at the time of this writing** if you'd like to use TF-TRT on Jetson TX2. Also note that python3 was used for all testing and development work by the author. - Download [this pip wheel](https://nvidia.app.box.com/v/TF180-Py35-wTRT) if you are using JetPack-3.2.1. Otherwise download [this pip wheel](https://drive.google.com/open?id=1bAUNe26fKgGXuJiZYs1eT2ig8SCj2gW-) if you are using JetPack-3.3. + Download **[this pip wheel](https://nvidia.app.box.com/v/TF180-Py35-wTRT)** if you are using **JetPack-3.2.1**. Otherwise download **[this pip wheel](https://drive.google.com/open?id=1bAUNe26fKgGXuJiZYs1eT2ig8SCj2gW-)** if you are using **JetPack-3.3**. ``` $ sudo pip3 install tensorflow-1.8.0-cp35-cp35m-linux_aarch64.whl From 8526e04e209dac1584e72e42b56a42ac1c283866 Mon Sep 17 00:00:00 2001 From: JK Jung Date: Wed, 19 Sep 2018 23:03:06 +0800 Subject: [PATCH 21/50] Minor udpates on text formatting/alignments --- README.md | 87 ++++++++++++++++++++++++++++--------------------------- 1 file changed, 44 insertions(+), 43 deletions(-) diff --git a/README.md b/README.md index 135bba3..137c4d5 100644 --- a/README.md +++ b/README.md @@ -53,59 +53,60 @@ Please refer to the original [NVIDIA-Jetson/tf_trt_models](https://github.com/NV | ssd_inception_v2_coco | 300x300 | 132ms | 54.4ms | **TF** - Original TensorFlow graph (FP32) + **TF-TRT** - TensorRT optimized graph (FP16) The above benchmark timings were gathered after the Jetson TX2 was placed in MAX-N mode. To set TX2 into MAX-N mode, run the following commands in a terminal: - ``` - $ sudo nvpmodel -m 0 - $ sudo ~/jetson_clocks.sh - ``` +``` +$ sudo nvpmodel -m 0 +$ sudo ~/jetson_clocks.sh +``` ### Real-time object detection with TensorRT optimized models The `camera_tf_trt.py` script supports video inputs from one of the following sources: (1) a video file, say mp4, (2) an image file, say jpg or png, (3) an RTSP stream from an IP CAM, (4) a USB webcam, (5) the Jetson onboard camera. Check out the help message about how to invoke the script with a specific video source. - ``` - $ python3 camera_tf_trt.py --help - usage: camera_tf_trt.py [-h] [--file] [--image] [--filename FILENAME] [--rtsp] - [--uri RTSP_URI] [--latency RTSP_LATENCY] [--usb] - [--vid VIDEO_DEV] [--width IMAGE_WIDTH] - [--height IMAGE_HEIGHT] [--model MODEL] [--build] - [--tensorboard] [--labelmap LABELMAP_FILE] - [--num-classes NUM_CLASSES] [--confidence CONF_TH] - - This script captures and displays live camera video, and does real-time object - detection with TF-TRT model on Jetson TX2/TX1 - - optional arguments: - -h, --help show this help message and exit - --file use a video file as input (remember to also set - --filename) - --image use an image file as input (remember to also set - --filename) - --filename FILENAME video file name, e.g. test.mp4 - --rtsp use IP CAM (remember to also set --uri) - --uri RTSP_URI RTSP URI, e.g. rtsp://192.168.1.64:554 - --latency RTSP_LATENCY - latency in ms for RTSP [200] - --usb use USB webcam (remember to also set --vid) - --vid VIDEO_DEV device # of USB webcam (/dev/video?) [1] - --width IMAGE_WIDTH image width [1280] - --height IMAGE_HEIGHT - image height [720] - --model MODEL tf-trt object detecion model [ssd_inception_v2_coco] - --build re-build TRT pb file (instead of usingthe previously - built version) - --tensorboard write optimized graph summary to TensorBoard - --labelmap LABELMAP_FILE - [third_party/models/research/object_detection/data/msc - oco_label_map.pbtxt] - --num-classes NUM_CLASSES - number of object classes [90] - --confidence CONF_TH confidence threshold [0.3] - ``` +``` +$ python3 camera_tf_trt.py --help +usage: camera_tf_trt.py [-h] [--file] [--image] [--filename FILENAME] [--rtsp] + [--uri RTSP_URI] [--latency RTSP_LATENCY] [--usb] + [--vid VIDEO_DEV] [--width IMAGE_WIDTH] + [--height IMAGE_HEIGHT] [--model MODEL] [--build] + [--tensorboard] [--labelmap LABELMAP_FILE] + [--num-classes NUM_CLASSES] [--confidence CONF_TH] + +This script captures and displays live camera video, and does real-time object +detection with TF-TRT model on Jetson TX2/TX1 + +optional arguments: + -h, --help show this help message and exit + --file use a video file as input (remember to also set + --filename) + --image use an image file as input (remember to also set + --filename) + --filename FILENAME video file name, e.g. test.mp4 + --rtsp use IP CAM (remember to also set --uri) + --uri RTSP_URI RTSP URI, e.g. rtsp://192.168.1.64:554 + --latency RTSP_LATENCY + latency in ms for RTSP [200] + --usb use USB webcam (remember to also set --vid) + --vid VIDEO_DEV device # of USB webcam (/dev/video?) [1] + --width IMAGE_WIDTH image width [1280] + --height IMAGE_HEIGHT + image height [720] + --model MODEL tf-trt object detecion model [ssd_inception_v2_coco] + --build re-build TRT pb file (instead of usingthe previously + built version) + --tensorboard write optimized graph summary to TensorBoard + --labelmap LABELMAP_FILE + [third_party/models/research/object_detection/data/msc + oco_label_map.pbtxt] + --num-classes NUM_CLASSES + number of object classes [90] + --confidence CONF_TH confidence threshold [0.3] +``` The `--model` option could only be set to `ssd_inception_v2_coco` (default) or `ssd_mobilenet_v1` now. It would likely be extended to support more object detection models in the future. The `--build` option only needs to be done once for each object detection model. The TensorRT optimized graph would be saved/cached into a protobuf file, so that later invocations of the script could load the cached graph directly without going through the optimization process again. From fbb14a37434f45b100353593019b7d319f9ac2df Mon Sep 17 00:00:00 2001 From: JK Jung Date: Tue, 25 Sep 2018 17:41:32 +0800 Subject: [PATCH 22/50] Fix the bug of class 0 (output of TensorFlow Object Detection models are 0 based) --- camera_tf_trt.py | 4 ---- utils/visualization.py | 4 ---- 2 files changed, 8 deletions(-) diff --git a/camera_tf_trt.py b/camera_tf_trt.py index b4d186e..71accd5 100644 --- a/camera_tf_trt.py +++ b/camera_tf_trt.py @@ -132,10 +132,6 @@ def show_bounding_boxes(img, box, conf, cls, cls_dict): font = cv2.FONT_HERSHEY_DUPLEX for bb, cf, cl in zip(box, conf, cls): cl = int(cl) - # Only keep non-background bounding boxes with confidence value - # greater than threshold - if cl == 0: - continue y_min, x_min, y_max, x_max = bb[0], bb[1], bb[2], bb[3] cv2.rectangle(img, (x_min, y_min), (x_max, y_max), BBOX_COLOR, 2) txt_loc = (max(x_min, 5), max(y_min-3, 20)) diff --git a/utils/visualization.py b/utils/visualization.py index 86a1265..fa3b29b 100644 --- a/utils/visualization.py +++ b/utils/visualization.py @@ -37,7 +37,6 @@ def gen_colors(num_colors): rgbs = list(map(lambda x: list(colorsys.hsv_to_rgb(*x)), hsvs)) bgrs = [(int(rgb[2] * 255), int(rgb[1] * 255), int(rgb[0] * 255)) for rgb in rgbs] - bgrs.insert(0, (0, 0, 0)) # class #0 is reserved for the 'background' return bgrs @@ -96,9 +95,6 @@ def draw_bboxes(self, img, box, conf, cls): """Draw detected bounding boxes on the original image.""" for bb, cf, cl in zip(box, conf, cls): cl = int(cl) - # Only keep non-background bounding boxes - if cl == 0: - continue y_min, x_min, y_max, x_max = bb[0], bb[1], bb[2], bb[3] color = self.colors[cl] cv2.rectangle(img, (x_min, y_min), (x_max, y_max), color, 2) From 44f3f479b8d8f3b464dcd21fbaed16c73ce285d5 Mon Sep 17 00:00:00 2001 From: JK Jung Date: Tue, 25 Sep 2018 17:43:02 +0800 Subject: [PATCH 23/50] Add support for ssd_mobilenet_v1_egohands --- data/ssd_mobilenet_v1_egohands.config | 194 +++++++++++++++++++++++ data/ssd_mobilenet_v1_egohands/README.md | 9 ++ utils/egohands_models.py | 16 ++ utils/ssd_utils.py | 13 +- 4 files changed, 227 insertions(+), 5 deletions(-) create mode 100644 data/ssd_mobilenet_v1_egohands.config create mode 100644 data/ssd_mobilenet_v1_egohands/README.md create mode 100644 utils/egohands_models.py diff --git a/data/ssd_mobilenet_v1_egohands.config b/data/ssd_mobilenet_v1_egohands.config new file mode 100644 index 0000000..5d08164 --- /dev/null +++ b/data/ssd_mobilenet_v1_egohands.config @@ -0,0 +1,194 @@ +# SSD with Mobilenet v1, configured for egohands dataset. +# Users should configure the fine_tune_checkpoint field in the train config as +# well as the label_map_path and input_path fields in the train_input_reader and +# eval_input_reader. Search for "PATH_TO_BE_CONFIGURED" to find the fields that +# should be configured. + +model { + ssd { + num_classes: 1 + box_coder { + faster_rcnn_box_coder { + y_scale: 10.0 + x_scale: 10.0 + height_scale: 5.0 + width_scale: 5.0 + } + } + matcher { + argmax_matcher { + matched_threshold: 0.5 + unmatched_threshold: 0.5 + ignore_thresholds: false + negatives_lower_than_unmatched: true + force_match_for_each_row: true + } + } + similarity_calculator { + iou_similarity { + } + } + anchor_generator { + ssd_anchor_generator { + num_layers: 6 + min_scale: 0.1 # Use a smaller min_scale so that our trained model might be able to detect smaller objects (hands) more accurately + max_scale: 0.9 + aspect_ratios: 1.0 + aspect_ratios: 2.0 + aspect_ratios: 0.5 + aspect_ratios: 3.0 + aspect_ratios: 0.3333 + } + } + image_resizer { + fixed_shape_resizer { + height: 300 + width: 300 + } + } + box_predictor { + convolutional_box_predictor { + min_depth: 0 + max_depth: 0 + num_layers_before_predictor: 0 + use_dropout: false + dropout_keep_probability: 0.8 + kernel_size: 1 + box_code_size: 4 + apply_sigmoid_to_scores: false + conv_hyperparams { + activation: RELU_6, + regularizer { + l2_regularizer { + weight: 0.00004 + } + } + initializer { + truncated_normal_initializer { + stddev: 0.03 + mean: 0.0 + } + } + batch_norm { + train: true, + scale: true, + center: true, + decay: 0.9997, + epsilon: 0.001, + } + } + } + } + feature_extractor { + type: 'ssd_mobilenet_v1' + min_depth: 16 + depth_multiplier: 1.0 + conv_hyperparams { + activation: RELU_6, + regularizer { + l2_regularizer { + weight: 0.00004 + } + } + initializer { + truncated_normal_initializer { + stddev: 0.03 + mean: 0.0 + } + } + batch_norm { + train: true, + scale: true, + center: true, + decay: 0.9997, + epsilon: 0.001, + } + } + } + loss { + classification_loss { + weighted_sigmoid { + } + } + localization_loss { + weighted_smooth_l1 { + } + } + hard_example_miner { + num_hard_examples: 3000 + iou_threshold: 0.99 + loss_type: CLASSIFICATION + max_negatives_per_positive: 3 + min_negatives_per_image: 0 + } + classification_weight: 1.0 + localization_weight: 1.0 + } + normalize_loss_by_num_matches: true + post_processing { + batch_non_max_suppression { + #score_threshold: 1e-8 + score_threshold: 0.3 + iou_threshold: 0.6 + max_detections_per_class: 100 + max_total_detections: 100 + } + score_converter: SIGMOID + } + } +} + +train_config: { + batch_size: 24 + optimizer { + rms_prop_optimizer: { + learning_rate: { + exponential_decay_learning_rate { + initial_learning_rate: 0.004 + decay_steps: 1000 + decay_factor: 0.8 + } + } + momentum_optimizer_value: 0.9 + decay: 0.9 + epsilon: 1.0 + } + } + fine_tune_checkpoint: "ssd_mobilenet_v1_coco_2018_01_28/model.ckpt" + from_detection_checkpoint: true + load_all_detection_checkpoint_vars: true + # Note: The below line limits the training process to 200K steps, which we + # empirically found to be sufficient enough to train the pets dataset. This + # effectively bypasses the learning rate schedule (the learning rate will + # never decay). Remove the below line to train indefinitely. + num_steps: 20000 + data_augmentation_options { + random_horizontal_flip { + } + } + data_augmentation_options { + ssd_random_crop { + } + } +} + +train_input_reader: { + tf_record_input_reader { + input_path: "data/egohands_train.tfrecord" + } + label_map_path: "data/egohands_label_map.pbtxt" +} + +eval_config: { + metrics_set: "coco_detection_metrics" + num_examples: 500 +} + +eval_input_reader: { + tf_record_input_reader { + input_path: "data/egohands_val.tfrecord" + } + label_map_path: "data/egohands_label_map.pbtxt" + shuffle: false + num_readers: 1 +} diff --git a/data/ssd_mobilenet_v1_egohands/README.md b/data/ssd_mobilenet_v1_egohands/README.md new file mode 100644 index 0000000..7fd83d8 --- /dev/null +++ b/data/ssd_mobilenet_v1_egohands/README.md @@ -0,0 +1,9 @@ +# ssd_mobilenet_v1_egohands + +Copy your own trained 'ssd_mobilenet_v1_egohands' model checkpoint files into this directory: + +``` +model.ckpt-20000.data-00000-of-00001 +model.ckpt-20000.index +model.ckpt-20000.meta +``` diff --git a/utils/egohands_models.py b/utils/egohands_models.py new file mode 100644 index 0000000..42548b8 --- /dev/null +++ b/utils/egohands_models.py @@ -0,0 +1,16 @@ +"""egohands_models.py +""" + + +SUPPORTED_MODELS = { + 'ssd_mobilenet_v1_egohands': { + 'config_path': 'data/ssd_mobilenet_v1_egohands.config', + 'checkpoint_path': 'data/ssd_mobilenet_v1_egohands/model.ckpt-20000', + }, +} + + +def get_egohands_model(model_name): + assert model_name in SUPPORTED_MODELS + return (SUPPORTED_MODELS[model_name]['config_path'], + SUPPORTED_MODELS[model_name]['checkpoint_path']) diff --git a/utils/ssd_utils.py b/utils/ssd_utils.py index 06c0905..8cdaeef 100644 --- a/utils/ssd_utils.py +++ b/utils/ssd_utils.py @@ -38,11 +38,14 @@ def build_trt_pb(model_name, pb_path, download_dir='data'): """ from tf_trt_models.detection import download_detection_model from tf_trt_models.detection import build_detection_graph - - config_path, checkpoint_path = download_detection_model( - model_name, - download_dir - ) + from utils.egohands_models import get_egohands_model + + if 'coco' in model_name: + config_path, checkpoint_path = \ + download_detection_model(model_name, download_dir) + else: + config_path, checkpoint_path = \ + get_egohands_model(model_name) frozen_graph_def, input_names, output_names = build_detection_graph( config=config_path, checkpoint=checkpoint_path From e265da756ebca1376532059391e5b16289a83573 Mon Sep 17 00:00:00 2001 From: JK Jung Date: Tue, 25 Sep 2018 17:46:14 +0800 Subject: [PATCH 24/50] Add data/egohands_label_map.pbtxt --- data/egohands_label_map.pbtxt | 4 ++++ 1 file changed, 4 insertions(+) create mode 100644 data/egohands_label_map.pbtxt diff --git a/data/egohands_label_map.pbtxt b/data/egohands_label_map.pbtxt new file mode 100644 index 0000000..6834348 --- /dev/null +++ b/data/egohands_label_map.pbtxt @@ -0,0 +1,4 @@ +item { + id: 1 + name: 'hand' +} From 3bfceddbcc7497f1300113b4275042cb10480dc2 Mon Sep 17 00:00:00 2001 From: JK Jung Date: Wed, 26 Sep 2018 18:54:48 +0800 Subject: [PATCH 25/50] Fix class 0 issue --- utils/test_visualization.py | 4 ++-- 1 file changed, 2 insertions(+), 2 deletions(-) diff --git a/utils/test_visualization.py b/utils/test_visualization.py index 485d81f..d0ef13d 100644 --- a/utils/test_visualization.py +++ b/utils/test_visualization.py @@ -10,7 +10,7 @@ def main(): """main """ - cls_dict = {0: 'background', 1: 'cat', 2: 'dog', 3: 'person'} + cls_dict = {0: 'cat', 1: 'dog', 2: 'person'} num_classes = 3 boxes = np.array( [[100, 100, 300, 200], @@ -19,7 +19,7 @@ def main(): dtype=np.int32 ) confs = np.array([0.5, 0.7, 0.9], dtype=np.float32) - clss = np.array([1, 2, 3], dtype=np.int32) + clss = np.array([0, 1, 2], dtype=np.int32) img = cv2.imread('../examples/detection/data/huskies.jpg') assert img is not None From 383c09a204036c46203f666ec6608a7be7489384 Mon Sep 17 00:00:00 2001 From: JK Jung Date: Fri, 28 Sep 2018 16:37:09 +0800 Subject: [PATCH 26/50] Add support for 'faster_rcnn_resnet50_egohands' model --- camera_tf_trt.py | 15 ++- data/faster_rcnn_resnet50_egohands.config | 147 ++++++++++++++++++++++ tf_trt_models/detection.py | 23 ++-- utils/egohands_models.py | 24 ++++ utils/ssd_utils.py | 14 ++- 5 files changed, 203 insertions(+), 20 deletions(-) create mode 100644 data/faster_rcnn_resnet50_egohands.config diff --git a/camera_tf_trt.py b/camera_tf_trt.py index 71accd5..bb2cfc5 100644 --- a/camera_tf_trt.py +++ b/camera_tf_trt.py @@ -141,7 +141,7 @@ def show_bounding_boxes(img, box, conf, cls, cls_dict): return img -def loop_and_detect(cam, tf_sess, conf_th, vis): +def loop_and_detect(cam, tf_sess, conf_th, vis, od_type): """Loop, grab images from camera, and do object detection. # Arguments @@ -162,7 +162,7 @@ def loop_and_detect(cam, tf_sess, conf_th, vis): img = cam.read() if img is not None: - box, conf, cls = detect(img, tf_sess, conf_th) + box, conf, cls = detect(img, tf_sess, conf_th, od_type=od_type) img = vis.draw_bboxes(img, box, conf, cls) if show_fps: img = draw_help_and_fps(img, fps) @@ -222,8 +222,13 @@ def main(): write_graph_tensorboard(tf_sess, log_path) logger.info('warming up the TRT graph with a dummy image') - _, _, _ = detect(np.zeros((300, 300, 3), dtype=np.uint8), - tf_sess, conf_th=.3) + od_type = 'faster_rcnn' if 'faster_rcnn' in args.model else 'ssd' + if od_type == 'faster_rcnn': + dummy_img = np.zeros((600, 1024, 3), dtype=np.uint8) + else: + dummy_img = np.zeros((300, 300, 3), dtype=np.uint8) + import pdb; pdb.set_trace() + _, _, _ = detect(dummy_img, tf_sess, conf_th=.3, od_type=od_type) cam.start() # ask the camera to start grabbing images @@ -231,7 +236,7 @@ def main(): logger.info('starting to loop and detect') vis = BBoxVisualization(cls_dict, args.num_classes) open_display_window(cam.img_width, cam.img_height) - loop_and_detect(cam, tf_sess, args.conf_th, vis) + loop_and_detect(cam, tf_sess, args.conf_th, visi, od_type=od_type) logger.info('cleaning up') cam.stop() # terminate the sub-thread in camera diff --git a/data/faster_rcnn_resnet50_egohands.config b/data/faster_rcnn_resnet50_egohands.config new file mode 100644 index 0000000..585dc6a --- /dev/null +++ b/data/faster_rcnn_resnet50_egohands.config @@ -0,0 +1,147 @@ +# Faster R-CNN with Resnet-50 (v1), configuration for egohands dataset. +# Users should configure the fine_tune_checkpoint field in the train config as +# well as the label_map_path and input_path fields in the train_input_reader and +# eval_input_reader. Search for "PATH_TO_BE_CONFIGURED" to find the fields that +# should be configured. + +model { + faster_rcnn { + num_classes: 1 + image_resizer { + #keep_aspect_ratio_resizer { + # min_dimension: 600 + # max_dimension: 1024 + #} + # Use fixed input image dimension, refer to: + # https://github.com/NVIDIA-Jetson/tf_trt_models/issues/6#issuecomment-423098067 + fixed_shape_resizer { + height: 600 + width: 1024 + } + } + feature_extractor { + type: 'faster_rcnn_resnet50' + first_stage_features_stride: 16 + } + first_stage_anchor_generator { + grid_anchor_generator { + scales: [0.25, 0.5, 1.0, 2.0] + aspect_ratios: [0.5, 1.0, 2.0] + height_stride: 16 + width_stride: 16 + } + } + first_stage_box_predictor_conv_hyperparams { + op: CONV + regularizer { + l2_regularizer { + weight: 0.0 + } + } + initializer { + truncated_normal_initializer { + stddev: 0.01 + } + } + } + first_stage_nms_score_threshold: 0.0 + first_stage_nms_iou_threshold: 0.7 + first_stage_max_proposals: 300 + first_stage_localization_loss_weight: 2.0 + first_stage_objectness_loss_weight: 1.0 + initial_crop_size: 14 + maxpool_kernel_size: 2 + maxpool_stride: 2 + second_stage_box_predictor { + mask_rcnn_box_predictor { + use_dropout: false + dropout_keep_probability: 1.0 + fc_hyperparams { + op: FC + regularizer { + l2_regularizer { + weight: 0.0 + } + } + initializer { + variance_scaling_initializer { + factor: 1.0 + uniform: true + mode: FAN_AVG + } + } + } + } + } + second_stage_post_processing { + batch_non_max_suppression { + score_threshold: 0.0 + #score_threshold: 0.3 + iou_threshold: 0.6 + max_detections_per_class: 100 + max_total_detections: 300 + } + score_converter: SOFTMAX + } + second_stage_localization_loss_weight: 2.0 + second_stage_classification_loss_weight: 1.0 + } +} + +train_config: { + batch_size: 1 + optimizer { + momentum_optimizer: { + learning_rate: { + manual_step_learning_rate { + initial_learning_rate: 0.0003 + schedule { + step: 30000 + learning_rate: .00003 + } + schedule { + step: 48000 + learning_rate: .000003 + } + } + } + momentum_optimizer_value: 0.9 + } + use_moving_average: false + } + gradient_clipping_by_norm: 10.0 + fine_tune_checkpoint: "faster_rcnn_resnet50_coco_2018_01_28/model.ckpt" + from_detection_checkpoint: true + # Note: The below line limits the training process to 200K steps, which we + # empirically found to be sufficient enough to train the pets dataset. This + # effectively bypasses the learning rate schedule (the learning rate will + # never decay). Remove the below line to train indefinitely. + num_steps: 50000 + data_augmentation_options { + random_horizontal_flip { + } + } +} + +train_input_reader: { + tf_record_input_reader { + input_path: "data/egohands_train.tfrecord" + } + label_map_path: "data/egohands_label_map.pbtxt" +} + +eval_config: { + num_examples: 500 + # Note: The below line limits the evaluation process to 10 evaluations. + # Remove the below line to evaluate indefinitely. + max_evals: 10 +} + +eval_input_reader: { + tf_record_input_reader { + input_path: "data/egohands_val.tfrecord" + } + label_map_path: "data/egohands_label_map.pbtxt" + shuffle: false + num_readers: 1 +} diff --git a/tf_trt_models/detection.py b/tf_trt_models/detection.py index 88a1263..724be63 100644 --- a/tf_trt_models/detection.py +++ b/tf_trt_models/detection.py @@ -69,7 +69,7 @@ def download_detection_model(model, output_dir='.'): config_path = os.path.join(output_dir, model + '.config') if not os.path.isfile(config_path): - subprocess.call(['wget', '--no-check-certificate', nets[model]['config_url'], '-O', config_path]) + subprocess.call(['wget', '--no-check-certificate', nets[model]['config_url'], '-O', config_path]) modeltar_path = os.path.join(output_dir, os.path.basename(nets[model]['checkpoint_url'])) if not os.path.isfile(modeltar_path): @@ -86,7 +86,7 @@ def download_detection_model(model, output_dir='.'): return config_path, checkpoint_path -def build_detection_graph(config, checkpoint): +def build_detection_graph(config_path, checkpoint): """Build an object detection model from the TensorFlow model zoo. This function creates an object detection model, sourced from the @@ -108,8 +108,8 @@ def build_detection_graph(config, checkpoint): TensorFlow 4. Execute in regular TensorFlow, or using the high level TFModel class - :param config: path to the object detection pipeline config file - :type config: string + :param config_path: path to the object detection pipeline config file + :type config_path: string :param checkpoint: path to the checkpoint files prefix containing trained model params :type checkpoint: string :returns: the configured frozen graph representing object detection model @@ -117,12 +117,10 @@ def build_detection_graph(config, checkpoint): """ global input_name, output_map - if isinstance(config, str): - with open(config, 'r') as f: - config_str = f.read() - config = TrainEvalPipelineConfig() - text_format.Merge(config_str, config) - + if isinstance(config_path, str): + pipeline_config = TrainEvalPipelineConfig() + with open(config_path, 'r') as f: + text_format.Merge(f.read(), pipeline_config) tf_config = tf.ConfigProto() tf_config.gpu_options.allow_growth = True @@ -130,7 +128,8 @@ def build_detection_graph(config, checkpoint): with tf.Graph().as_default() as tf_graph: with tf.Session(config=tf_config) as tf_sess: - model = model_builder.build(model_config=config.model, is_training=False) + model = model_builder.build(model_config=pipeline_config.model, +is_training=False, add_summaries=False) tf_input = tf.placeholder(tf.float32, [1, None, None, 3], name=input_name) tf_preprocessed, tf_true_image_shapes = model.preprocess(tf_input) @@ -158,7 +157,7 @@ def build_detection_graph(config, checkpoint): frozen_graph = convert_relu6(frozen_graph) - remove_op(frozen_graph, 'Assert') + #remove_op(frozen_graph, 'Assert') # force CPU device placement for NMS ops for node in frozen_graph.node: diff --git a/utils/egohands_models.py b/utils/egohands_models.py index 42548b8..a9edb56 100644 --- a/utils/egohands_models.py +++ b/utils/egohands_models.py @@ -7,6 +7,30 @@ 'config_path': 'data/ssd_mobilenet_v1_egohands.config', 'checkpoint_path': 'data/ssd_mobilenet_v1_egohands/model.ckpt-20000', }, + 'ssd_mobilenet_v2_egohands': { + 'config_path': 'data/ssd_mobilenet_v2_egohands.config', + 'checkpoint_path': 'data/ssd_mobilenet_v2_egohands/model.ckpt-20000', + }, + 'ssdlite_mobilenet_v2_egohands': { + 'config_path': 'data/ssdlite_mobilenet_v2_egohands.config', + 'checkpoint_path': 'data/ssdlite_mobilenet_v2_egohands/model.ckpt-20000', + }, + 'ssd_inception_v2_egohands': { + 'config_path': 'data/ssd_inception_v2_egohands.config', + 'checkpoint_path': 'data/ssd_inception_v2_egohands/model.ckpt-20000', + }, + 'faster_rcnn_resnet50_egohands': { + 'config_path': 'data/faster_rcnn_resnet50_egohands.config', + 'checkpoint_path': 'data/faster_rcnn_resnet50_egohands/model.ckpt-50000', + }, + 'faster_rcnn_resnet101_egohands': { + 'config_path': 'data/faster_rcnn_resnet101_egohands.config', + 'checkpoint_path': 'data/faster_rcnn_resnet101_egohands/model.ckpt-50000', + }, + 'faster_rcnn_inception_v2_egohands': { + 'config_path': 'data/faster_rcnn_inception_v2_egohands.config', + 'checkpoint_path': 'data/faster_rcnn_inception_v2_egohands/model.ckpt-50000', + }, } diff --git a/utils/ssd_utils.py b/utils/ssd_utils.py index 8cdaeef..bf446da 100644 --- a/utils/ssd_utils.py +++ b/utils/ssd_utils.py @@ -47,7 +47,7 @@ def build_trt_pb(model_name, pb_path, download_dir='data'): config_path, checkpoint_path = \ get_egohands_model(model_name) frozen_graph_def, input_names, output_names = build_detection_graph( - config=config_path, + config_path=config_path, checkpoint=checkpoint_path ) assert input_names[0] == 'input' @@ -110,16 +110,24 @@ def postprocess(img, boxes, scores, classes, conf_th): return (out_box[mask], out_conf[mask], out_cls[mask]) -def detect(origimg, tf_sess, conf_th): +def detect(origimg, tf_sess, conf_th, od_type='ssd'): """Do object detection over 1 image.""" tf_input = tf_sess.graph.get_tensor_by_name('input:0') tf_scores = tf_sess.graph.get_tensor_by_name('scores:0') tf_boxes = tf_sess.graph.get_tensor_by_name('boxes:0') tf_classes = tf_sess.graph.get_tensor_by_name('classes:0') - img = preprocess(origimg) + if od_type == 'ssd': + img = preprocess(origimg) + elif od_type == 'faster_rcnn': + img = preprocess(origimg, (1024, 600)) + else: + raise ValueError('bad object detector type: $s' % od_type) + scores, boxes, classes = tf_sess.run( [tf_scores, tf_boxes, tf_classes], feed_dict={tf_input: img[None, ...]}) + box, conf, cls = postprocess(origimg, boxes, scores, classes, conf_th) + return (box, conf, cls) From efee38e550feca7613d01018662ac718e31a6372 Mon Sep 17 00:00:00 2001 From: JK Jung Date: Mon, 1 Oct 2018 19:35:01 +0800 Subject: [PATCH 27/50] Have a hacky working version of TF-TRT optimized 'faster_rcnn_inception_v2_egohands' --- camera_tf_trt.py | 14 +- data/faster_rcnn_inception_v2_egohands.config | 150 ++++++++++++++++++ .../README.md | 9 ++ tf_trt_models/detection.py | 2 + utils/{ssd_utils.py => od_utils.py} | 26 ++- 5 files changed, 177 insertions(+), 24 deletions(-) create mode 100644 data/faster_rcnn_inception_v2_egohands.config create mode 100644 data/faster_rcnn_inception_v2_egohands/README.md rename utils/{ssd_utils.py => od_utils.py} (86%) diff --git a/camera_tf_trt.py b/camera_tf_trt.py index bb2cfc5..7931b21 100644 --- a/camera_tf_trt.py +++ b/camera_tf_trt.py @@ -22,8 +22,8 @@ import tensorflow.contrib.tensorrt as trt from utils.camera import Camera -from utils.ssd_utils import read_label_map, build_trt_pb, load_trt_pb, \ - write_graph_tensorboard, detect +from utils.od_utils import read_label_map, build_trt_pb, load_trt_pb, \ + write_graph_tensorboard, detect from utils.visualization import BBoxVisualization @@ -123,7 +123,7 @@ def draw_help_and_fps(img, fps): def set_full_screen(full_scrn): """Set display window to full screen or not.""" - prop = cv2.WINDOW_FULLSCREEN if full_scrn else cv2.WINDOW_NROMAL + prop = cv2.WINDOW_FULLSCREEN if full_scrn else cv2.WINDOW_NORMAL cv2.setWindowProperty(WINDOW_NAME, cv2.WND_PROP_FULLSCREEN, prop) @@ -223,11 +223,7 @@ def main(): logger.info('warming up the TRT graph with a dummy image') od_type = 'faster_rcnn' if 'faster_rcnn' in args.model else 'ssd' - if od_type == 'faster_rcnn': - dummy_img = np.zeros((600, 1024, 3), dtype=np.uint8) - else: - dummy_img = np.zeros((300, 300, 3), dtype=np.uint8) - import pdb; pdb.set_trace() + dummy_img = np.zeros((720, 1280, 3), dtype=np.uint8) _, _, _ = detect(dummy_img, tf_sess, conf_th=.3, od_type=od_type) cam.start() # ask the camera to start grabbing images @@ -236,7 +232,7 @@ def main(): logger.info('starting to loop and detect') vis = BBoxVisualization(cls_dict, args.num_classes) open_display_window(cam.img_width, cam.img_height) - loop_and_detect(cam, tf_sess, args.conf_th, visi, od_type=od_type) + loop_and_detect(cam, tf_sess, args.conf_th, vis, od_type=od_type) logger.info('cleaning up') cam.stop() # terminate the sub-thread in camera diff --git a/data/faster_rcnn_inception_v2_egohands.config b/data/faster_rcnn_inception_v2_egohands.config new file mode 100644 index 0000000..59fc94d --- /dev/null +++ b/data/faster_rcnn_inception_v2_egohands.config @@ -0,0 +1,150 @@ +# Faster R-CNN with Inception v2, configured for egohands dataset. +# Users should configure the fine_tune_checkpoint field in the train config as +# well as the label_map_path and input_path fields in the train_input_reader and +# eval_input_reader. Search for "PATH_TO_BE_CONFIGURED" to find the fields that +# should be configured. + +model { + faster_rcnn { + num_classes: 1 + image_resizer { + #keep_aspect_ratio_resizer { + # min_dimension: 600 + # max_dimension: 1024 + #} + # Use fixed input image dimension, refer to: + # https://github.com/NVIDIA-Jetson/tf_trt_models/issues/6#issuecomment-423098067 + fixed_shape_resizer { + height: 576 + width: 1024 + } + } + feature_extractor { + type: 'faster_rcnn_inception_v2' + first_stage_features_stride: 16 + } + first_stage_anchor_generator { + grid_anchor_generator { + scales: [0.25, 0.5, 1.0, 2.0] + aspect_ratios: [0.5, 1.0, 2.0] + height_stride: 16 + width_stride: 16 + } + } + first_stage_box_predictor_conv_hyperparams { + op: CONV + regularizer { + l2_regularizer { + weight: 0.0 + } + } + initializer { + truncated_normal_initializer { + stddev: 0.01 + } + } + } + first_stage_nms_score_threshold: 0.0 + first_stage_nms_iou_threshold: 0.7 + #first_stage_max_proposals: 300 + first_stage_max_proposals: 20 + first_stage_localization_loss_weight: 2.0 + first_stage_objectness_loss_weight: 1.0 + initial_crop_size: 14 + maxpool_kernel_size: 2 + maxpool_stride: 2 + second_stage_box_predictor { + mask_rcnn_box_predictor { + use_dropout: false + dropout_keep_probability: 1.0 + fc_hyperparams { + op: FC + regularizer { + l2_regularizer { + weight: 0.0 + } + } + initializer { + variance_scaling_initializer { + factor: 1.0 + uniform: true + mode: FAN_AVG + } + } + } + } + } + second_stage_post_processing { + batch_non_max_suppression { + score_threshold: 0.0 + iou_threshold: 0.6 + #max_detections_per_class: 100 + max_detections_per_class: 20 + #max_total_detections: 300 + max_total_detections: 20 + } + score_converter: SOFTMAX + } + second_stage_localization_loss_weight: 2.0 + second_stage_classification_loss_weight: 1.0 + } +} + +train_config: { + batch_size: 1 + optimizer { + momentum_optimizer: { + learning_rate: { + manual_step_learning_rate { + initial_learning_rate: 0.0002 + schedule { + step: 30000 + learning_rate: .00002 + } + schedule { + step: 48000 + learning_rate: .000002 + } + } + } + momentum_optimizer_value: 0.9 + } + use_moving_average: false + } + gradient_clipping_by_norm: 10.0 + fine_tune_checkpoint: "faster_rcnn_inception_v2_coco_2018_01_28/model.ckpt" + from_detection_checkpoint: true + # Note: The below line limits the training process to 200K steps, which we + # empirically found to be sufficient enough to train the pets dataset. This + # effectively bypasses the learning rate schedule (the learning rate will + # never decay). Remove the below line to train indefinitely. + num_steps: 50000 + data_augmentation_options { + random_horizontal_flip { + } + } +} + + +train_input_reader: { + tf_record_input_reader { + input_path: "data/egohands_train.tfrecord" + } + label_map_path: "data/egohands_label_map.pbtxt" +} + +eval_config: { + num_examples: 500 + # Note: The below line limits the evaluation process to 10 evaluations. + # Remove the below line to evaluate indefinitely. + max_evals: 10 +} + +eval_input_reader: { + tf_record_input_reader { + input_path: "data/egohands_val.tfrecord" + } + label_map_path: "data/egohands_label_map.pbtxt" + shuffle: false + num_readers: 1 +} diff --git a/data/faster_rcnn_inception_v2_egohands/README.md b/data/faster_rcnn_inception_v2_egohands/README.md new file mode 100644 index 0000000..426fc49 --- /dev/null +++ b/data/faster_rcnn_inception_v2_egohands/README.md @@ -0,0 +1,9 @@ +# faster_rcnn_inception_v2_egohands + +Copy your own trained 'faster_rcnn_inception_v2_egohands' model checkpoint files into this directory: + +``` +model.ckpt-50000.data-00000-of-00001 +model.ckpt-50000.index +model.ckpt-50000.meta +``` diff --git a/tf_trt_models/detection.py b/tf_trt_models/detection.py index 724be63..5e4759d 100644 --- a/tf_trt_models/detection.py +++ b/tf_trt_models/detection.py @@ -163,5 +163,7 @@ def build_detection_graph(config_path, checkpoint): for node in frozen_graph.node: if 'NonMaxSuppression' in node.name: node.device = '/device:CPU:0' + if '_rcnn' in config_path and 'SecondStage' in node.name: + node.device = '/device:CPU:0' return frozen_graph, [input_name], list(outputs.keys()) diff --git a/utils/ssd_utils.py b/utils/od_utils.py similarity index 86% rename from utils/ssd_utils.py rename to utils/od_utils.py index bf446da..e1b1e88 100644 --- a/utils/ssd_utils.py +++ b/utils/od_utils.py @@ -1,4 +1,6 @@ -'''ssd_utils.py +'''od_utils.py + +Object detection utility functions. ''' @@ -32,9 +34,6 @@ def build_trt_pb(model_name, pb_path, download_dir='data'): The code was mostly taken from the following example by NVIDIA. https://github.com/NVIDIA-Jetson/tf_trt_models/blob/master/examples/detection/detection.ipynb - - Note 'max_batch_size' might need to be set to 4, reference: - https://devtalk.nvidia.com/default/topic/1036906/tensorrt/cudnnfusedconvactlayer-cpp-64-cuda-error-in-createfiltertexturefused-11/post/5270634/#5270634 """ from tf_trt_models.detection import download_detection_model from tf_trt_models.detection import build_detection_graph @@ -50,10 +49,6 @@ def build_trt_pb(model_name, pb_path, download_dir='data'): config_path=config_path, checkpoint=checkpoint_path ) - assert input_names[0] == 'input' - assert 'boxes' in output_names - assert 'classes' in output_names - assert 'scores' in output_names trt_graph_def = trt.create_inference_graph( input_graph_def=frozen_graph_def, outputs=output_names, @@ -88,10 +83,11 @@ def write_graph_tensorboard(sess, log_path): writer.close() -def preprocess(src, shape=(300, 300)): +def preprocess(src, shape=None): """Preprocess input image for the TF-TRT object detection model.""" - img = cv2.resize(src, shape) - img = img.astype(np.uint8) + img = src.astype(np.uint8) + if shape: + img = cv2.resize(img, shape) # BGR to RGB img = img[..., ::-1] return img @@ -117,10 +113,10 @@ def detect(origimg, tf_sess, conf_th, od_type='ssd'): tf_boxes = tf_sess.graph.get_tensor_by_name('boxes:0') tf_classes = tf_sess.graph.get_tensor_by_name('classes:0') - if od_type == 'ssd': - img = preprocess(origimg) - elif od_type == 'faster_rcnn': - img = preprocess(origimg, (1024, 600)) + if od_type == 'faster_rcnn': + img = preprocess(origimg, (1024, 576)) + elif od_type == 'ssd': + img = preprocess(origimg, (300, 300)) else: raise ValueError('bad object detector type: $s' % od_type) From 427f43a3548ab9c452b770e3881f4ebda0dc9ef6 Mon Sep 17 00:00:00 2001 From: JK Jung Date: Tue, 2 Oct 2018 17:11:24 +0800 Subject: [PATCH 28/50] Add support for 'ssd_mobilenet_v2_egohands', 'ssdlite_mobilenet_v2_egohands', 'ssd_inception_v2_egohands', 'faster_rcnn_resnet50_egohands', 'faster_rcnn_resnet101_egohands' and 'faster_rcnn_inception_v2_egohands' models. However, the faster rcnn models are hacky and do not perform well on TX2 yet. --- data/faster_rcnn_inception_v2_egohands.config | 12 +- data/faster_rcnn_resnet101_egohands.config | 146 +++++++++++++ data/faster_rcnn_resnet101_egohands/README.md | 9 + data/faster_rcnn_resnet50_egohands.config | 14 +- data/faster_rcnn_resnet50_egohands/README.md | 9 + data/ssd_inception_v2_egohands.config | 189 +++++++++++++++++ data/ssd_inception_v2_egohands/README.md | 9 + data/ssd_mobilenet_v2_egohands.config | 185 ++++++++++++++++ data/ssd_mobilenet_v2_egohands/README.md | 9 + data/ssdlite_mobilenet_v2_egohands.config | 197 ++++++++++++++++++ data/ssdlite_mobilenet_v2_egohands/README.md | 9 + 11 files changed, 775 insertions(+), 13 deletions(-) create mode 100644 data/faster_rcnn_resnet101_egohands.config create mode 100644 data/faster_rcnn_resnet101_egohands/README.md create mode 100644 data/faster_rcnn_resnet50_egohands/README.md create mode 100644 data/ssd_inception_v2_egohands.config create mode 100644 data/ssd_inception_v2_egohands/README.md create mode 100644 data/ssd_mobilenet_v2_egohands.config create mode 100644 data/ssd_mobilenet_v2_egohands/README.md create mode 100644 data/ssdlite_mobilenet_v2_egohands.config create mode 100644 data/ssdlite_mobilenet_v2_egohands/README.md diff --git a/data/faster_rcnn_inception_v2_egohands.config b/data/faster_rcnn_inception_v2_egohands.config index 59fc94d..d313907 100644 --- a/data/faster_rcnn_inception_v2_egohands.config +++ b/data/faster_rcnn_inception_v2_egohands.config @@ -47,7 +47,7 @@ model { first_stage_nms_score_threshold: 0.0 first_stage_nms_iou_threshold: 0.7 #first_stage_max_proposals: 300 - first_stage_max_proposals: 20 + first_stage_max_proposals: 16 first_stage_localization_loss_weight: 2.0 first_stage_objectness_loss_weight: 1.0 initial_crop_size: 14 @@ -79,12 +79,13 @@ model { score_threshold: 0.0 iou_threshold: 0.6 #max_detections_per_class: 100 - max_detections_per_class: 20 + max_detections_per_class: 16 #max_total_detections: 300 - max_total_detections: 20 + max_total_detections: 16 } score_converter: SOFTMAX } + second_stage_batch_size: 16 second_stage_localization_loss_weight: 2.0 second_stage_classification_loss_weight: 1.0 } @@ -114,10 +115,6 @@ train_config: { gradient_clipping_by_norm: 10.0 fine_tune_checkpoint: "faster_rcnn_inception_v2_coco_2018_01_28/model.ckpt" from_detection_checkpoint: true - # Note: The below line limits the training process to 200K steps, which we - # empirically found to be sufficient enough to train the pets dataset. This - # effectively bypasses the learning rate schedule (the learning rate will - # never decay). Remove the below line to train indefinitely. num_steps: 50000 data_augmentation_options { random_horizontal_flip { @@ -125,7 +122,6 @@ train_config: { } } - train_input_reader: { tf_record_input_reader { input_path: "data/egohands_train.tfrecord" diff --git a/data/faster_rcnn_resnet101_egohands.config b/data/faster_rcnn_resnet101_egohands.config new file mode 100644 index 0000000..8a7c1f7 --- /dev/null +++ b/data/faster_rcnn_resnet101_egohands.config @@ -0,0 +1,146 @@ +# Faster R-CNN with Resnet-101 (v1), configuration for egohands dataset. +# Users should configure the fine_tune_checkpoint field in the train config as +# well as the label_map_path and input_path fields in the train_input_reader and +# eval_input_reader. Search for "PATH_TO_BE_CONFIGURED" to find the fields that +# should be configured. + +model { + faster_rcnn { + num_classes: 1 + image_resizer { + #keep_aspect_ratio_resizer { + # min_dimension: 600 + # max_dimension: 1024 + #} + # Use fixed input image dimension, refer to: + # https://github.com/NVIDIA-Jetson/tf_trt_models/issues/6#issuecomment-423098067 + fixed_shape_resizer { + height: 576 + width: 1024 + } + } + feature_extractor { + type: 'faster_rcnn_resnet101' + first_stage_features_stride: 16 + } + first_stage_anchor_generator { + grid_anchor_generator { + scales: [0.25, 0.5, 1.0, 2.0] + aspect_ratios: [0.5, 1.0, 2.0] + height_stride: 16 + width_stride: 16 + } + } + first_stage_box_predictor_conv_hyperparams { + op: CONV + regularizer { + l2_regularizer { + weight: 0.0 + } + } + initializer { + truncated_normal_initializer { + stddev: 0.01 + } + } + } + first_stage_nms_score_threshold: 0.0 + first_stage_nms_iou_threshold: 0.7 + #first_stage_max_proposals: 300 + first_stage_max_proposals: 16 + first_stage_localization_loss_weight: 2.0 + first_stage_objectness_loss_weight: 1.0 + initial_crop_size: 14 + maxpool_kernel_size: 2 + maxpool_stride: 2 + second_stage_box_predictor { + mask_rcnn_box_predictor { + use_dropout: false + dropout_keep_probability: 1.0 + fc_hyperparams { + op: FC + regularizer { + l2_regularizer { + weight: 0.0 + } + } + initializer { + variance_scaling_initializer { + factor: 1.0 + uniform: true + mode: FAN_AVG + } + } + } + } + } + second_stage_post_processing { + batch_non_max_suppression { + score_threshold: 0.0 + iou_threshold: 0.6 + #max_detections_per_class: 100 + max_detections_per_class: 16 + #max_total_detections: 300 + max_total_detections: 16 + } + score_converter: SOFTMAX + } + second_stage_batch_size: 16 + second_stage_localization_loss_weight: 2.0 + second_stage_classification_loss_weight: 1.0 + } +} + +train_config: { + batch_size: 1 + optimizer { + momentum_optimizer: { + learning_rate: { + manual_step_learning_rate { + initial_learning_rate: 0.0003 + schedule { + step: 30000 + learning_rate: .00003 + } + schedule { + step: 48000 + learning_rate: .000003 + } + } + } + momentum_optimizer_value: 0.9 + } + use_moving_average: false + } + gradient_clipping_by_norm: 10.0 + fine_tune_checkpoint: "faster_rcnn_resnet101_coco_2018_01_28/model.ckpt" + from_detection_checkpoint: true + num_steps: 50000 + data_augmentation_options { + random_horizontal_flip { + } + } +} + +train_input_reader: { + tf_record_input_reader { + input_path: "data/egohands_train.tfrecord" + } + label_map_path: "data/egohands_label_map.pbtxt" +} + +eval_config: { + num_examples: 500 + # Note: The below line limits the evaluation process to 10 evaluations. + # Remove the below line to evaluate indefinitely. + max_evals: 10 +} + +eval_input_reader: { + tf_record_input_reader { + input_path: "data/egohands_val.tfrecord" + } + label_map_path: "data/egohands_label_map.pbtxt" + shuffle: false + num_readers: 1 +} diff --git a/data/faster_rcnn_resnet101_egohands/README.md b/data/faster_rcnn_resnet101_egohands/README.md new file mode 100644 index 0000000..af9c466 --- /dev/null +++ b/data/faster_rcnn_resnet101_egohands/README.md @@ -0,0 +1,9 @@ +# faster_rcnn_resnet101_egohands + +Copy your own trained 'faster_rcnn_resnet101_egohands' model checkpoint files into this directory: + +``` +model.ckpt-50000.data-00000-of-00001 +model.ckpt-50000.index +model.ckpt-50000.meta +``` diff --git a/data/faster_rcnn_resnet50_egohands.config b/data/faster_rcnn_resnet50_egohands.config index 585dc6a..58ec272 100644 --- a/data/faster_rcnn_resnet50_egohands.config +++ b/data/faster_rcnn_resnet50_egohands.config @@ -15,8 +15,8 @@ model { # Use fixed input image dimension, refer to: # https://github.com/NVIDIA-Jetson/tf_trt_models/issues/6#issuecomment-423098067 fixed_shape_resizer { - height: 600 - width: 1024 + height: 576 + width: 1024 } } feature_extractor { @@ -46,7 +46,8 @@ model { } first_stage_nms_score_threshold: 0.0 first_stage_nms_iou_threshold: 0.7 - first_stage_max_proposals: 300 + #first_stage_max_proposals: 300 + first_stage_max_proposals: 16 first_stage_localization_loss_weight: 2.0 first_stage_objectness_loss_weight: 1.0 initial_crop_size: 14 @@ -78,11 +79,14 @@ model { score_threshold: 0.0 #score_threshold: 0.3 iou_threshold: 0.6 - max_detections_per_class: 100 - max_total_detections: 300 + #max_detections_per_class: 100 + max_detections_per_class: 16 + #max_total_detections: 300 + max_total_detections: 16 } score_converter: SOFTMAX } + second_stage_batch_size: 16 second_stage_localization_loss_weight: 2.0 second_stage_classification_loss_weight: 1.0 } diff --git a/data/faster_rcnn_resnet50_egohands/README.md b/data/faster_rcnn_resnet50_egohands/README.md new file mode 100644 index 0000000..d17a88a --- /dev/null +++ b/data/faster_rcnn_resnet50_egohands/README.md @@ -0,0 +1,9 @@ +# faster_rcnn_resnet50_egohands + +Copy your own trained 'faster_rcnn_resnet50_egohands' model checkpoint files into this directory: + +``` +model.ckpt-50000.data-00000-of-00001 +model.ckpt-50000.index +model.ckpt-50000.meta +``` diff --git a/data/ssd_inception_v2_egohands.config b/data/ssd_inception_v2_egohands.config new file mode 100644 index 0000000..8d1fedc --- /dev/null +++ b/data/ssd_inception_v2_egohands.config @@ -0,0 +1,189 @@ +# SSD with Inception v2, configured for egohands dataset. +# Users should configure the fine_tune_checkpoint field in the train config as +# well as the label_map_path and input_path fields in the train_input_reader and +# eval_input_reader. Search for "PATH_TO_BE_CONFIGURED" to find the fields that +# should be configured. + +model { + ssd { + num_classes: 1 + box_coder { + faster_rcnn_box_coder { + y_scale: 10.0 + x_scale: 10.0 + height_scale: 5.0 + width_scale: 5.0 + } + } + matcher { + argmax_matcher { + matched_threshold: 0.5 + unmatched_threshold: 0.5 + ignore_thresholds: false + negatives_lower_than_unmatched: true + force_match_for_each_row: true + } + } + similarity_calculator { + iou_similarity { + } + } + anchor_generator { + ssd_anchor_generator { + num_layers: 6 + min_scale: 0.1 # Use a smaller min_scale so that our trained model might be able to detect smaller objects (hands) more accurately + max_scale: 0.9 + aspect_ratios: 1.0 + aspect_ratios: 2.0 + aspect_ratios: 0.5 + aspect_ratios: 3.0 + aspect_ratios: 0.3333 + reduce_boxes_in_lowest_layer: true + } + } + image_resizer { + fixed_shape_resizer { + height: 300 + width: 300 + } + } + box_predictor { + convolutional_box_predictor { + min_depth: 0 + max_depth: 0 + num_layers_before_predictor: 0 + use_dropout: false + dropout_keep_probability: 0.8 + kernel_size: 3 + box_code_size: 4 + apply_sigmoid_to_scores: false + conv_hyperparams { + activation: RELU_6, + regularizer { + l2_regularizer { + weight: 0.00004 + } + } + initializer { + truncated_normal_initializer { + stddev: 0.03 + mean: 0.0 + } + } + } + } + } + feature_extractor { + type: 'ssd_inception_v2' + min_depth: 16 + depth_multiplier: 1.0 + conv_hyperparams { + activation: RELU_6, + regularizer { + l2_regularizer { + weight: 0.00004 + } + } + initializer { + truncated_normal_initializer { + stddev: 0.03 + mean: 0.0 + } + } + batch_norm { + train: true, + scale: true, + center: true, + decay: 0.9997, + epsilon: 0.001, + } + } + override_base_feature_extractor_hyperparams: true + } + loss { + classification_loss { + weighted_sigmoid { + } + } + localization_loss { + weighted_smooth_l1 { + } + } + hard_example_miner { + num_hard_examples: 3000 + iou_threshold: 0.99 + loss_type: CLASSIFICATION + max_negatives_per_positive: 3 + min_negatives_per_image: 0 + } + classification_weight: 1.0 + localization_weight: 1.0 + } + normalize_loss_by_num_matches: true + post_processing { + batch_non_max_suppression { + score_threshold: 1e-8 + iou_threshold: 0.6 + max_detections_per_class: 100 + max_total_detections: 100 + } + score_converter: SIGMOID + } + } +} + +train_config: { + batch_size: 24 + optimizer { + rms_prop_optimizer: { + learning_rate: { + exponential_decay_learning_rate { + initial_learning_rate: 0.004 + decay_steps: 1000 + decay_factor: 0.8 + } + } + momentum_optimizer_value: 0.9 + decay: 0.9 + epsilon: 1.0 + } + } + fine_tune_checkpoint: "ssd_inception_v2_coco_2018_01_28/model.ckpt" + from_detection_checkpoint: true + # Note: The below line limits the training process to 200K steps, which we + # empirically found to be sufficient enough to train the pets dataset. This + # effectively bypasses the learning rate schedule (the learning rate will + # never decay). Remove the below line to train indefinitely. + num_steps: 20000 + data_augmentation_options { + random_horizontal_flip { + } + } + data_augmentation_options { + ssd_random_crop { + } + } +} + +train_input_reader: { + tf_record_input_reader { + input_path: "data/egohands_train.tfrecord" + } + label_map_path: "data/egohands_label_map.pbtxt" +} + +eval_config: { + num_examples: 500 + # Note: The below line limits the evaluation process to 10 evaluations. + # Remove the below line to evaluate indefinitely. + max_evals: 10 +} + +eval_input_reader: { + tf_record_input_reader { + input_path: "data/egohands_val.tfrecord" + } + label_map_path: "data/egohands_label_map.pbtxt" + shuffle: false + num_readers: 1 +} diff --git a/data/ssd_inception_v2_egohands/README.md b/data/ssd_inception_v2_egohands/README.md new file mode 100644 index 0000000..87c6f07 --- /dev/null +++ b/data/ssd_inception_v2_egohands/README.md @@ -0,0 +1,9 @@ +# ssd_inception_v2_egohands + +Copy your own trained 'ssd_inception_v2_egohands' model checkpoint files into this directory: + +``` +model.ckpt-20000.data-00000-of-00001 +model.ckpt-20000.index +model.ckpt-20000.meta +``` diff --git a/data/ssd_mobilenet_v2_egohands.config b/data/ssd_mobilenet_v2_egohands.config new file mode 100644 index 0000000..15897eb --- /dev/null +++ b/data/ssd_mobilenet_v2_egohands.config @@ -0,0 +1,185 @@ +# SSD with Mobilenet v2, configured for egohands dataset. +# This file was extracted modified from 'pipeline.config' in +# http://download.tensorflow.org/models/object_detection/ssd_mobilenet_v2_coco_2018_03_29.tar.gz + +model { + ssd { + num_classes: 1 + image_resizer { + fixed_shape_resizer { + height: 300 + width: 300 + } + } + feature_extractor { + type: "ssd_mobilenet_v2" + depth_multiplier: 1.0 + min_depth: 16 + conv_hyperparams { + regularizer { + l2_regularizer { + weight: 4e-05 + } + } + initializer { + truncated_normal_initializer { + mean: 0.0 + stddev: 0.03 + } + } + activation: RELU_6 + batch_norm { + decay: 0.9997 + center: true + scale: true + epsilon: 0.001 + train: true + } + } + #batch_norm_trainable: true + use_depthwise: true + } + box_coder { + faster_rcnn_box_coder { + y_scale: 10.0 + x_scale: 10.0 + height_scale: 5.0 + width_scale: 5.0 + } + } + matcher { + argmax_matcher { + matched_threshold: 0.5 + unmatched_threshold: 0.5 + ignore_thresholds: false + negatives_lower_than_unmatched: true + force_match_for_each_row: true + } + } + similarity_calculator { + iou_similarity { + } + } + box_predictor { + convolutional_box_predictor { + conv_hyperparams { + regularizer { + l2_regularizer { + weight: 0.00004 + } + } + initializer { + truncated_normal_initializer { + mean: 0.0 + stddev: 0.03 + } + } + activation: RELU_6 + batch_norm { + decay: 0.9997 + center: true + scale: true + epsilon: 0.001 + train: true + } + } + min_depth: 0 + max_depth: 0 + num_layers_before_predictor: 0 + use_dropout: false + dropout_keep_probability: 0.8 + kernel_size: 3 + box_code_size: 4 + apply_sigmoid_to_scores: false + } + } + anchor_generator { + ssd_anchor_generator { + num_layers: 6 + min_scale: 0.05 + max_scale: 0.95 + aspect_ratios: 1.0 + aspect_ratios: 2.0 + aspect_ratios: 0.5 + aspect_ratios: 3.0 + aspect_ratios: 0.33 + } + } + post_processing { + batch_non_max_suppression { + score_threshold: 1e-8 + iou_threshold: 0.6 + max_detections_per_class: 100 + max_total_detections: 100 + } + score_converter: SIGMOID + } + normalize_loss_by_num_matches: true + loss { + localization_loss { + weighted_smooth_l1 { + } + } + classification_loss { + weighted_sigmoid { + } + } + hard_example_miner { + num_hard_examples: 3000 + iou_threshold: 0.99 + loss_type: CLASSIFICATION + max_negatives_per_positive: 3 + min_negatives_per_image: 3 + } + classification_weight: 1.0 + localization_weight: 1.0 + } + } +} +train_config { + batch_size: 24 + data_augmentation_options { + random_horizontal_flip { + } + } + data_augmentation_options { + ssd_random_crop { + } + } + optimizer { + rms_prop_optimizer { + learning_rate { + exponential_decay_learning_rate { + initial_learning_rate: 0.004 + decay_steps: 1000 + decay_factor: 0.8 + } + } + momentum_optimizer_value: 0.9 + decay: 0.9 + epsilon: 1.0 + } + } + fine_tune_checkpoint: "ssd_mobilenet_v2_coco_2018_03_29/model.ckpt" + num_steps: 20000 + fine_tune_checkpoint_type: "detection" +} +train_input_reader { + label_map_path: "data/egohands_label_map.pbtxt" + tf_record_input_reader { + input_path: "data/egohands_train.tfrecord" + } +} +eval_config { + num_examples: 500 + max_evals: 10 + use_moving_averages: false +} +eval_input_reader { + label_map_path: "data/egohands_label_map.pbtxt" + shuffle: false + num_readers: 1 + tf_record_input_reader { + input_path: "data/egohands_val.tfrecord" + } +} diff --git a/data/ssd_mobilenet_v2_egohands/README.md b/data/ssd_mobilenet_v2_egohands/README.md new file mode 100644 index 0000000..2e833b9 --- /dev/null +++ b/data/ssd_mobilenet_v2_egohands/README.md @@ -0,0 +1,9 @@ +# ssd_mobilenet_v2_egohands + +Copy your own trained 'ssd_mobilenet_v2_egohands' model checkpoint files into this directory: + +``` +model.ckpt-20000.data-00000-of-00001 +model.ckpt-20000.index +model.ckpt-20000.meta +``` diff --git a/data/ssdlite_mobilenet_v2_egohands.config b/data/ssdlite_mobilenet_v2_egohands.config new file mode 100644 index 0000000..f1fdb6e --- /dev/null +++ b/data/ssdlite_mobilenet_v2_egohands.config @@ -0,0 +1,197 @@ +# SSDLite with Mobilenet v2 configuration for egohands dataset. +# Users should configure the fine_tune_checkpoint field in the train config as +# well as the label_map_path and input_path fields in the train_input_reader and +# eval_input_reader. Search for "PATH_TO_BE_CONFIGURED" to find the fields that +# should be configured. + +model { + ssd { + num_classes: 1 + box_coder { + faster_rcnn_box_coder { + y_scale: 10.0 + x_scale: 10.0 + height_scale: 5.0 + width_scale: 5.0 + } + } + matcher { + argmax_matcher { + matched_threshold: 0.5 + unmatched_threshold: 0.5 + ignore_thresholds: false + negatives_lower_than_unmatched: true + force_match_for_each_row: true + } + } + similarity_calculator { + iou_similarity { + } + } + anchor_generator { + ssd_anchor_generator { + num_layers: 6 + min_scale: 0.05 + max_scale: 0.95 + aspect_ratios: 1.0 + aspect_ratios: 2.0 + aspect_ratios: 0.5 + aspect_ratios: 3.0 + aspect_ratios: 0.3333 + } + } + image_resizer { + fixed_shape_resizer { + height: 300 + width: 300 + } + } + box_predictor { + convolutional_box_predictor { + min_depth: 0 + max_depth: 0 + num_layers_before_predictor: 0 + use_dropout: false + dropout_keep_probability: 0.8 + kernel_size: 3 + use_depthwise: true + box_code_size: 4 + apply_sigmoid_to_scores: false + conv_hyperparams { + activation: RELU_6, + regularizer { + l2_regularizer { + weight: 0.00004 + } + } + initializer { + truncated_normal_initializer { + stddev: 0.03 + mean: 0.0 + } + } + batch_norm { + train: true, + scale: true, + center: true, + decay: 0.9997, + epsilon: 0.001, + } + } + } + } + feature_extractor { + type: 'ssd_mobilenet_v2' + min_depth: 16 + depth_multiplier: 1.0 + use_depthwise: true + conv_hyperparams { + activation: RELU_6, + regularizer { + l2_regularizer { + weight: 0.00004 + } + } + initializer { + truncated_normal_initializer { + stddev: 0.03 + mean: 0.0 + } + } + batch_norm { + train: true, + scale: true, + center: true, + decay: 0.9997, + epsilon: 0.001, + } + } + } + loss { + classification_loss { + weighted_sigmoid { + } + } + localization_loss { + weighted_smooth_l1 { + } + } + hard_example_miner { + num_hard_examples: 3000 + iou_threshold: 0.99 + loss_type: CLASSIFICATION + max_negatives_per_positive: 3 + min_negatives_per_image: 3 + } + classification_weight: 1.0 + localization_weight: 1.0 + } + normalize_loss_by_num_matches: true + post_processing { + batch_non_max_suppression { + #score_threshold: 1e-8 + score_threshold: 0.3 + iou_threshold: 0.6 + max_detections_per_class: 100 + max_total_detections: 100 + } + score_converter: SIGMOID + } + } +} + +train_config: { + batch_size: 24 + optimizer { + rms_prop_optimizer: { + learning_rate: { + exponential_decay_learning_rate { + initial_learning_rate: 0.004 + decay_steps: 1000 + decay_factor: 0.8 + } + } + momentum_optimizer_value: 0.9 + decay: 0.9 + epsilon: 1.0 + } + } + fine_tune_checkpoint: "ssdlite_mobilenet_v2_coco_2018_05_09/model.ckpt" + fine_tune_checkpoint_type: "detection" + # Note: The below line limits the training process to 200K steps, which we + # empirically found to be sufficient enough to train the pets dataset. This + # effectively bypasses the learning rate schedule (the learning rate will + # never decay). Remove the below line to train indefinitely. + num_steps: 20000 + data_augmentation_options { + random_horizontal_flip { + } + } + data_augmentation_options { + ssd_random_crop { + } + } +} + +train_input_reader: { + tf_record_input_reader { + input_path: "data/egohands_train.tfrecord" + } + label_map_path: "data/egohands_label_map.pbtxt" +} + +eval_config: { + num_examples: 500 + # Note: The below line limits the evaluation process to 10 evaluations. + # Remove the below line to evaluate indefinitely. + max_evals: 10 +} + +eval_input_reader: { + tf_record_input_reader { + input_path: "data/egohands_val.tfrecord" + } + label_map_path: "data/egohands_label_map.pbtxt" + shuffle: false + num_readers: 1 +} diff --git a/data/ssdlite_mobilenet_v2_egohands/README.md b/data/ssdlite_mobilenet_v2_egohands/README.md new file mode 100644 index 0000000..1562726 --- /dev/null +++ b/data/ssdlite_mobilenet_v2_egohands/README.md @@ -0,0 +1,9 @@ +# ssdlite_mobilenet_v2_egohands + +Copy your own trained 'ssdlite_mobilenet_v2_egohands' model checkpoint files into this directory: + +``` +model.ckpt-20000.data-00000-of-00001 +model.ckpt-20000.index +model.ckpt-20000.meta +``` From 27e25d79975330c375bca9ea292ec567e9d079be Mon Sep 17 00:00:00 2001 From: JK Jung Date: Tue, 2 Oct 2018 17:45:02 +0800 Subject: [PATCH 29/50] Add description about applying TF-TRT on the hand detector models --- README.md | 41 +++++++++++++++++++++++++++++++++++++++-- 1 file changed, 39 insertions(+), 2 deletions(-) diff --git a/README.md b/README.md index 137c4d5..49a0ada 100644 --- a/README.md +++ b/README.md @@ -6,7 +6,8 @@ This repository was forked from NVIDIA's [tf_trt_models](https://github.com/NVID * [Setup](#setup) * [Object Detection](#od) * [Models](#od_models) - * [Real-time object detection with TensorRT optimized models](#rt_od) + * [Real-time Object Detection with TensorRT Optimized Models](#rt_od) +* [Applying the Hand Detector Model](#hand) Setup @@ -64,7 +65,7 @@ $ sudo ~/jetson_clocks.sh ``` -### Real-time object detection with TensorRT optimized models +### Real-time Object Detection with TensorRT Optimized Models The `camera_tf_trt.py` script supports video inputs from one of the following sources: (1) a video file, say mp4, (2) an image file, say jpg or png, (3) an RTSP stream from an IP CAM, (4) a USB webcam, (5) the Jetson onboard camera. Check out the help message about how to invoke the script with a specific video source. @@ -128,3 +129,39 @@ Here is the result of example #2.

MobileNet V1 SSD detection result on huskies.jpg

+ + +Applying the Hand Detector Model +-------------------------------- + +Refer to the following blog posts for more details: + +* [Training a Hand Detector with TensorFlow Object Detection API](https://jkjung-avt.github.io/hand-detection-tutorial/) +* [Deploying the Hand Detector onto Jetson TX2](https://jkjung-avt.github.io/hand-detection-on-tx2/) + +After you've trained your own hand detector with one of the following models, you'll be able to optimize the model with TF-TRT and run it on TX2. + +``` +ssd_mobilenet_v1_egohands +ssd_mobilenet_v2_egohands +ssdlite_mobilenet_v2_egohands +ssd_inception_v2_egohands +faster_rcnn_resnet50_egohands +faster_rcnn_resnet101_egohands +faster_rcnn_inception_v2_egohands +``` + +Be sure to copy your trained model checkpoint files into the corresponding `data/xxx_egohands/` folder. Say, you've done that for `ssd_mobilenet_v1_egohands`. Then you could optimize the model and test it with an image like this: + +```shell +$ python3 camera_tf_trt.py --image \ + --filename jk-son-hands.jpg \ + --model ssd_mobilenet_v1_egohands \ + --labelmap data/egohands_label_map.pbtxt \ + --num-classes 1 \ + --build +``` + +

+JK's son's hands +

From 846c19f19b9fcfedf0ebbd8a81a0afa4362efd27 Mon Sep 17 00:00:00 2001 From: JK Jung Date: Wed, 3 Oct 2018 13:29:37 +0800 Subject: [PATCH 30/50] Put faster_rcnn SecondStage computations (though not optimized by TF-TRT) onto GPU, so well as revert number of RPN proposals back to 300; add code to measure tf_sess.run() time --- data/faster_rcnn_inception_v2_egohands.config | 10 +++----- data/faster_rcnn_resnet101_egohands.config | 10 +++----- data/faster_rcnn_resnet50_egohands.config | 11 +++------ utils/od_utils.py | 23 +++++++++++++++++-- 4 files changed, 30 insertions(+), 24 deletions(-) diff --git a/data/faster_rcnn_inception_v2_egohands.config b/data/faster_rcnn_inception_v2_egohands.config index d313907..059e3a1 100644 --- a/data/faster_rcnn_inception_v2_egohands.config +++ b/data/faster_rcnn_inception_v2_egohands.config @@ -46,8 +46,7 @@ model { } first_stage_nms_score_threshold: 0.0 first_stage_nms_iou_threshold: 0.7 - #first_stage_max_proposals: 300 - first_stage_max_proposals: 16 + first_stage_max_proposals: 300 first_stage_localization_loss_weight: 2.0 first_stage_objectness_loss_weight: 1.0 initial_crop_size: 14 @@ -78,14 +77,11 @@ model { batch_non_max_suppression { score_threshold: 0.0 iou_threshold: 0.6 - #max_detections_per_class: 100 - max_detections_per_class: 16 - #max_total_detections: 300 - max_total_detections: 16 + max_detections_per_class: 100 + max_total_detections: 300 } score_converter: SOFTMAX } - second_stage_batch_size: 16 second_stage_localization_loss_weight: 2.0 second_stage_classification_loss_weight: 1.0 } diff --git a/data/faster_rcnn_resnet101_egohands.config b/data/faster_rcnn_resnet101_egohands.config index 8a7c1f7..ec9ec68 100644 --- a/data/faster_rcnn_resnet101_egohands.config +++ b/data/faster_rcnn_resnet101_egohands.config @@ -46,8 +46,7 @@ model { } first_stage_nms_score_threshold: 0.0 first_stage_nms_iou_threshold: 0.7 - #first_stage_max_proposals: 300 - first_stage_max_proposals: 16 + first_stage_max_proposals: 300 first_stage_localization_loss_weight: 2.0 first_stage_objectness_loss_weight: 1.0 initial_crop_size: 14 @@ -78,14 +77,11 @@ model { batch_non_max_suppression { score_threshold: 0.0 iou_threshold: 0.6 - #max_detections_per_class: 100 - max_detections_per_class: 16 - #max_total_detections: 300 - max_total_detections: 16 + max_detections_per_class: 100 + max_total_detections: 300 } score_converter: SOFTMAX } - second_stage_batch_size: 16 second_stage_localization_loss_weight: 2.0 second_stage_classification_loss_weight: 1.0 } diff --git a/data/faster_rcnn_resnet50_egohands.config b/data/faster_rcnn_resnet50_egohands.config index 58ec272..fd2e0ac 100644 --- a/data/faster_rcnn_resnet50_egohands.config +++ b/data/faster_rcnn_resnet50_egohands.config @@ -46,8 +46,7 @@ model { } first_stage_nms_score_threshold: 0.0 first_stage_nms_iou_threshold: 0.7 - #first_stage_max_proposals: 300 - first_stage_max_proposals: 16 + first_stage_max_proposals: 300 first_stage_localization_loss_weight: 2.0 first_stage_objectness_loss_weight: 1.0 initial_crop_size: 14 @@ -77,16 +76,12 @@ model { second_stage_post_processing { batch_non_max_suppression { score_threshold: 0.0 - #score_threshold: 0.3 iou_threshold: 0.6 - #max_detections_per_class: 100 - max_detections_per_class: 16 - #max_total_detections: 300 - max_total_detections: 16 + max_detections_per_class: 100 + max_total_detections: 300 } score_converter: SOFTMAX } - second_stage_batch_size: 16 second_stage_localization_loss_weight: 2.0 second_stage_classification_loss_weight: 1.0 } diff --git a/utils/od_utils.py b/utils/od_utils.py index e1b1e88..1aa5633 100644 --- a/utils/od_utils.py +++ b/utils/od_utils.py @@ -4,12 +4,18 @@ ''' +import time + import numpy as np import cv2 import tensorflow as tf import tensorflow.contrib.tensorrt as trt +MEASURE_MODEL_TIME = False +avg_time = 0.0 + + def read_label_map(path_to_labels, num_classes): """Read from the label map file and return a class dictionary which maps class id (int) to the corresponding display name (string). @@ -68,6 +74,8 @@ def load_trt_pb(pb_path): trt_graph_def.ParseFromString(pf.read()) # force CPU device placement for NMS ops for node in trt_graph_def.node: + if '_rcnn' in pb_path and 'SecondStage' in node.name: + node.device = '/device:GPU:0' if 'NonMaxSuppression' in node.name: node.device = '/device:CPU:0' with tf.Graph().as_default() as trt_graph: @@ -108,6 +116,8 @@ def postprocess(img, boxes, scores, classes, conf_th): def detect(origimg, tf_sess, conf_th, od_type='ssd'): """Do object detection over 1 image.""" + global avg_time + tf_input = tf_sess.graph.get_tensor_by_name('input:0') tf_scores = tf_sess.graph.get_tensor_by_name('scores:0') tf_boxes = tf_sess.graph.get_tensor_by_name('boxes:0') @@ -120,10 +130,19 @@ def detect(origimg, tf_sess, conf_th, od_type='ssd'): else: raise ValueError('bad object detector type: $s' % od_type) - scores, boxes, classes = tf_sess.run( + if MEASURE_MODEL_TIME: + tic = time.time() + + scores_out, boxes_out, classes_out = tf_sess.run( [tf_scores, tf_boxes, tf_classes], feed_dict={tf_input: img[None, ...]}) - box, conf, cls = postprocess(origimg, boxes, scores, classes, conf_th) + if MEASURE_MODEL_TIME: + td = (time.time() - tic) * 1000 # in ms + avg_time = avg_time * 0.9 + td * 0.1 + print('tf_sess.run() took {:.1f} ms on average'.format(avg_time)) + + box, conf, cls = postprocess( + origimg, boxes_out, scores_out, classes_out, conf_th) return (box, conf, cls) From 22ede28bf606ff66c314cf29d1d628b9dfaeace5 Mon Sep 17 00:00:00 2001 From: JK Jung Date: Mon, 8 Oct 2018 08:49:44 +0800 Subject: [PATCH 31/50] Use tensor names that are coded in the original TensorFlow Object Detection API library: 'detection_boxes', 'detection_scores', 'detection_classes', and 'num_detections' --- tf_trt_models/detection.py | 41 +++++++++++++++++++++----------------- utils/od_utils.py | 29 +++++++++++++++------------ 2 files changed, 39 insertions(+), 31 deletions(-) diff --git a/tf_trt_models/detection.py b/tf_trt_models/detection.py index 5e4759d..2353fa2 100644 --- a/tf_trt_models/detection.py +++ b/tf_trt_models/detection.py @@ -11,13 +11,20 @@ from .graph_utils import convert_relu6, remove_op -input_name = 'input' -output_map = { - 'detection_scores': 'scores', - 'detection_boxes': 'boxes', - 'detection_classes': 'classes', - 'detection_masks': 'masks' -} +input_name = 'image_tensor' +#output_map = { +# 'detection_scores': 'scores', +# 'detection_boxes': 'boxes', +# 'detection_classes': 'classes', +# 'detection_masks': 'masks', +# 'num_detections': 'num' +#} +output_names = [ + 'detection_boxes', + 'detection_scores', + 'detection_classes', + 'num_detections' +] nets = { 'ssd_mobilenet_v1_coco': { @@ -115,7 +122,7 @@ def build_detection_graph(config_path, checkpoint): :returns: the configured frozen graph representing object detection model :rtype: a tensorflow GraphDef """ - global input_name, output_map + global input_name, output_names if isinstance(config_path, str): pipeline_config = TrainEvalPipelineConfig() @@ -143,27 +150,25 @@ def build_detection_graph(config_path, checkpoint): tf_saver = tf.train.Saver() tf_saver.restore(save_path=checkpoint, sess=tf_sess) - outputs = {} for key, op in tf_postprocessed.items(): - if key in output_map.keys(): - outputs[output_map[key]] = \ - tf.identity(op, name=output_map[key]) + if key in output_names: + _ = tf.identity(op, name=key) - frozen_graph = tf.graph_util.convert_variables_to_constants( + frozen_graph_def = tf.graph_util.convert_variables_to_constants( tf_sess, tf_sess.graph_def, - output_node_names=list(outputs.keys()) + output_node_names=output_names ) - frozen_graph = convert_relu6(frozen_graph) + frozen_graph_def = convert_relu6(frozen_graph_def) - #remove_op(frozen_graph, 'Assert') + #remove_op(frozen_graph_def, 'Assert') # force CPU device placement for NMS ops - for node in frozen_graph.node: + for node in frozen_graph_def.node: if 'NonMaxSuppression' in node.name: node.device = '/device:CPU:0' if '_rcnn' in config_path and 'SecondStage' in node.name: node.device = '/device:CPU:0' - return frozen_graph, [input_name], list(outputs.keys()) + return frozen_graph_def, [input_name], output_names diff --git a/utils/od_utils.py b/utils/od_utils.py index 1aa5633..551d573 100644 --- a/utils/od_utils.py +++ b/utils/od_utils.py @@ -91,17 +91,18 @@ def write_graph_tensorboard(sess, log_path): writer.close() -def preprocess(src, shape=None): +def _preprocess(src, shape=None, to_rgb=True): """Preprocess input image for the TF-TRT object detection model.""" img = src.astype(np.uint8) if shape: img = cv2.resize(img, shape) - # BGR to RGB - img = img[..., ::-1] + if to_rgb: + # BGR to RGB + img = img[..., ::-1] return img -def postprocess(img, boxes, scores, classes, conf_th): +def _postprocess(img, boxes, scores, classes, conf_th): """Postprocess ouput of the TF-TRT object detector.""" h, w, _ = img.shape out_box = boxes[0] * np.array([h, w, h, w]) @@ -118,23 +119,24 @@ def detect(origimg, tf_sess, conf_th, od_type='ssd'): """Do object detection over 1 image.""" global avg_time - tf_input = tf_sess.graph.get_tensor_by_name('input:0') - tf_scores = tf_sess.graph.get_tensor_by_name('scores:0') - tf_boxes = tf_sess.graph.get_tensor_by_name('boxes:0') - tf_classes = tf_sess.graph.get_tensor_by_name('classes:0') + tf_input = tf_sess.graph.get_tensor_by_name('image_tensor:0') + tf_scores = tf_sess.graph.get_tensor_by_name('detection_scores:0') + tf_boxes = tf_sess.graph.get_tensor_by_name('detection_boxes:0') + tf_classes = tf_sess.graph.get_tensor_by_name('detection_classes:0') + tf_num = tf_sess.graph.get_tensor_by_name('num_detections:0') if od_type == 'faster_rcnn': - img = preprocess(origimg, (1024, 576)) + img = _preprocess(origimg, (1024, 576)) elif od_type == 'ssd': - img = preprocess(origimg, (300, 300)) + img = _preprocess(origimg, (300, 300)) else: raise ValueError('bad object detector type: $s' % od_type) if MEASURE_MODEL_TIME: tic = time.time() - scores_out, boxes_out, classes_out = tf_sess.run( - [tf_scores, tf_boxes, tf_classes], + boxes_out, scores_out, classes_out, _ = tf_sess.run( + [tf_boxes, tf_scores, tf_classes, tf_num], feed_dict={tf_input: img[None, ...]}) if MEASURE_MODEL_TIME: @@ -142,7 +144,8 @@ def detect(origimg, tf_sess, conf_th, od_type='ssd'): avg_time = avg_time * 0.9 + td * 0.1 print('tf_sess.run() took {:.1f} ms on average'.format(avg_time)) - box, conf, cls = postprocess( + box, conf, cls = _postprocess( origimg, boxes_out, scores_out, classes_out, conf_th) + import pdb; pdb.set_trace() return (box, conf, cls) From aa5079b0e6a42a281ff4afb780a3511d16579ecc Mon Sep 17 00:00:00 2001 From: JK Jung Date: Mon, 8 Oct 2018 10:14:52 +0800 Subject: [PATCH 32/50] Remove '--num-classes' option, which could be derived from the label map directly --- camera_tf_trt.py | 9 ++++----- utils/od_utils.py | 14 ++++++++------ utils/visualization.py | 7 ++----- 3 files changed, 14 insertions(+), 16 deletions(-) diff --git a/camera_tf_trt.py b/camera_tf_trt.py index 7931b21..2906d4e 100644 --- a/camera_tf_trt.py +++ b/camera_tf_trt.py @@ -31,7 +31,6 @@ DEFAULT_MODEL = 'ssd_inception_v2_coco' DEFAULT_LABELMAP = 'third_party/models/research/object_detection/' \ 'data/mscoco_label_map.pbtxt' -DEFAULT_NUM_CLASSES = 90 WINDOW_NAME = 'CameraTFTRTDemo' BBOX_COLOR = (0, 255, 0) # green @@ -89,8 +88,8 @@ def parse_args(): help='[{}]'.format(DEFAULT_LABELMAP), default=DEFAULT_LABELMAP, type=str) parser.add_argument('--num-classes', dest='num_classes', - help='number of object classes [90]', - default=DEFAULT_NUM_CLASSES, type=int) + help='(deprecated and not used) number of object ' + 'classes', type=int) parser.add_argument('--confidence', dest='conf_th', help='confidence threshold [0.3]', default=0.3, type=float) @@ -195,7 +194,7 @@ def main(): # build the class (index/name) dictionary from labelmap file logger.info('reading label map') - cls_dict = read_label_map(args.labelmap_file, args.num_classes) + cls_dict = read_label_map(args.labelmap_file) pb_path = './data/{}_trt.pb'.format(args.model) log_path = './logs/{}_trt'.format(args.model) @@ -230,7 +229,7 @@ def main(): # grab image and do object detection (until stopped by user) logger.info('starting to loop and detect') - vis = BBoxVisualization(cls_dict, args.num_classes) + vis = BBoxVisualization(cls_dict) open_display_window(cam.img_width, cam.img_height) loop_and_detect(cam, tf_sess, args.conf_th, vis, od_type=od_type) diff --git a/utils/od_utils.py b/utils/od_utils.py index 551d573..df0edfe 100644 --- a/utils/od_utils.py +++ b/utils/od_utils.py @@ -16,7 +16,7 @@ avg_time = 0.0 -def read_label_map(path_to_labels, num_classes): +def read_label_map(path_to_labels): """Read from the label map file and return a class dictionary which maps class id (int) to the corresponding display name (string). @@ -25,13 +25,16 @@ def read_label_map(path_to_labels, num_classes): """ from object_detection.utils import label_map_util - label_map = label_map_util.load_labelmap(path_to_labels) - categories = label_map_util.convert_label_map_to_categories( - label_map, max_num_classes=num_classes, use_display_name=True) + category_index = label_map_util.create_category_index_from_labelmap( + path_to_labels) # We do `x['id']-1` below, because 'class' output of the object # detection model is 0-based, while class ids in the label map # is 1-based. - return {int(x['id'])-1: x['name'] for x in categories} + cls_dict = {int(x['id'])-1: x['name'] for _, x in category_index.items()} + num_classes = max(c for c in cls_dict.keys()) + 1 + assert num_classes == len(cls_dict), \ + 'some class ids are missing in %s' % path_to_labels + return cls_dict def build_trt_pb(model_name, pb_path, download_dir='data'): @@ -147,5 +150,4 @@ def detect(origimg, tf_sess, conf_th, od_type='ssd'): box, conf, cls = _postprocess( origimg, boxes_out, scores_out, classes_out, conf_th) - import pdb; pdb.set_trace() return (box, conf, cls) diff --git a/utils/visualization.py b/utils/visualization.py index fa3b29b..677aa60 100644 --- a/utils/visualization.py +++ b/utils/visualization.py @@ -82,14 +82,11 @@ class BBoxVisualization(): # Arguments cls_dict: a dictionary used to translate class id to its name. - num_classes: total number of classes (not including 'background' - which is always assigned as class 0) """ - def __init__(self, cls_dict, num_classes): + def __init__(self, cls_dict): self.cls_dict = cls_dict - self.num_classes = num_classes - self.colors = gen_colors(num_classes) + self.colors = gen_colors(len(cls_dict)) def draw_bboxes(self, img, box, conf, cls): """Draw detected bounding boxes on the original image.""" From 5956941b64e0962cae5b87a896299aefb2f65833 Mon Sep 17 00:00:00 2001 From: JK Jung Date: Mon, 8 Oct 2018 11:11:57 +0800 Subject: [PATCH 33/50] Add code to deal with missing classes in the label map --- utils/od_utils.py | 5 ++--- 1 file changed, 2 insertions(+), 3 deletions(-) diff --git a/utils/od_utils.py b/utils/od_utils.py index df0edfe..667de03 100644 --- a/utils/od_utils.py +++ b/utils/od_utils.py @@ -32,9 +32,8 @@ def read_label_map(path_to_labels): # is 1-based. cls_dict = {int(x['id'])-1: x['name'] for _, x in category_index.items()} num_classes = max(c for c in cls_dict.keys()) + 1 - assert num_classes == len(cls_dict), \ - 'some class ids are missing in %s' % path_to_labels - return cls_dict + # add missing classes as, say,'CLS12' if any + return {i: cls_dict.get(i, 'CLS{}'.format(i)) for i in range(num_classes)} def build_trt_pb(model_name, pb_path, download_dir='data'): From a9ab4b9c8aa903c30fb317e8a96c28c99557997a Mon Sep 17 00:00:00 2001 From: JK Jung Date: Mon, 8 Oct 2018 14:03:25 +0800 Subject: [PATCH 34/50] Reduce number of region proposals to 32 for all faster_rcnn models --- data/faster_rcnn_inception_v2_egohands.config | 10 +++++++--- data/faster_rcnn_resnet101_egohands.config | 10 +++++++--- data/faster_rcnn_resnet50_egohands.config | 14 +++++++------- 3 files changed, 21 insertions(+), 13 deletions(-) diff --git a/data/faster_rcnn_inception_v2_egohands.config b/data/faster_rcnn_inception_v2_egohands.config index 059e3a1..b13141a 100644 --- a/data/faster_rcnn_inception_v2_egohands.config +++ b/data/faster_rcnn_inception_v2_egohands.config @@ -46,7 +46,8 @@ model { } first_stage_nms_score_threshold: 0.0 first_stage_nms_iou_threshold: 0.7 - first_stage_max_proposals: 300 + #first_stage_max_proposals: 300 + first_stage_max_proposals: 32 first_stage_localization_loss_weight: 2.0 first_stage_objectness_loss_weight: 1.0 initial_crop_size: 14 @@ -77,11 +78,14 @@ model { batch_non_max_suppression { score_threshold: 0.0 iou_threshold: 0.6 - max_detections_per_class: 100 - max_total_detections: 300 + #max_detections_per_class: 100 + max_detections_per_class: 32 + #max_total_detections: 300 + max_total_detections: 32 } score_converter: SOFTMAX } + second_stage_batch_size: 32 second_stage_localization_loss_weight: 2.0 second_stage_classification_loss_weight: 1.0 } diff --git a/data/faster_rcnn_resnet101_egohands.config b/data/faster_rcnn_resnet101_egohands.config index ec9ec68..11d66f1 100644 --- a/data/faster_rcnn_resnet101_egohands.config +++ b/data/faster_rcnn_resnet101_egohands.config @@ -46,7 +46,8 @@ model { } first_stage_nms_score_threshold: 0.0 first_stage_nms_iou_threshold: 0.7 - first_stage_max_proposals: 300 + #first_stage_max_proposals: 300 + first_stage_max_proposals: 32 first_stage_localization_loss_weight: 2.0 first_stage_objectness_loss_weight: 1.0 initial_crop_size: 14 @@ -77,11 +78,14 @@ model { batch_non_max_suppression { score_threshold: 0.0 iou_threshold: 0.6 - max_detections_per_class: 100 - max_total_detections: 300 + #max_detections_per_class: 100 + max_detections_per_class: 32 + #max_total_detections: 300 + max_total_detections: 32 } score_converter: SOFTMAX } + second_stage_batch_size: 32 second_stage_localization_loss_weight: 2.0 second_stage_classification_loss_weight: 1.0 } diff --git a/data/faster_rcnn_resnet50_egohands.config b/data/faster_rcnn_resnet50_egohands.config index fd2e0ac..1dc050e 100644 --- a/data/faster_rcnn_resnet50_egohands.config +++ b/data/faster_rcnn_resnet50_egohands.config @@ -46,7 +46,8 @@ model { } first_stage_nms_score_threshold: 0.0 first_stage_nms_iou_threshold: 0.7 - first_stage_max_proposals: 300 + #first_stage_max_proposals: 300 + first_stage_max_proposals: 32 first_stage_localization_loss_weight: 2.0 first_stage_objectness_loss_weight: 1.0 initial_crop_size: 14 @@ -77,11 +78,14 @@ model { batch_non_max_suppression { score_threshold: 0.0 iou_threshold: 0.6 - max_detections_per_class: 100 - max_total_detections: 300 + #max_detections_per_class: 100 + max_detections_per_class: 32 + #max_total_detections: 300 + max_total_detections: 32 } score_converter: SOFTMAX } + second_stage_batch_size: 32 second_stage_localization_loss_weight: 2.0 second_stage_classification_loss_weight: 1.0 } @@ -111,10 +115,6 @@ train_config: { gradient_clipping_by_norm: 10.0 fine_tune_checkpoint: "faster_rcnn_resnet50_coco_2018_01_28/model.ckpt" from_detection_checkpoint: true - # Note: The below line limits the training process to 200K steps, which we - # empirically found to be sufficient enough to train the pets dataset. This - # effectively bypasses the learning rate schedule (the learning rate will - # never decay). Remove the below line to train indefinitely. num_steps: 50000 data_augmentation_options { random_horizontal_flip { From 26561f0a56d7b1c8e90557c66aba284ec9d9aad2 Mon Sep 17 00:00:00 2001 From: JK Jung Date: Mon, 8 Oct 2018 14:04:34 +0800 Subject: [PATCH 35/50] Add support for 'rfcn_resnet101_egohands' model --- data/rfcn_resnet101_egohands.config | 143 +++++++++++++++++++++++++ data/rfcn_resnet101_egohands/README.md | 9 ++ utils/egohands_models.py | 4 + 3 files changed, 156 insertions(+) create mode 100644 data/rfcn_resnet101_egohands.config create mode 100644 data/rfcn_resnet101_egohands/README.md diff --git a/data/rfcn_resnet101_egohands.config b/data/rfcn_resnet101_egohands.config new file mode 100644 index 0000000..822cdc6 --- /dev/null +++ b/data/rfcn_resnet101_egohands.config @@ -0,0 +1,143 @@ +# R-FCN with Resnet-101 (v1), configuration for egohands dataset. +# Users should configure the fine_tune_checkpoint field in the train config as +# well as the label_map_path and input_path fields in the train_input_reader and +# eval_input_reader. Search for "PATH_TO_BE_CONFIGURED" to find the fields that +# should be configured. + +model { + faster_rcnn { + num_classes: 1 + image_resizer { + #keep_aspect_ratio_resizer { + # min_dimension: 600 + # max_dimension: 1024 + #} + # Use fixed input image dimension, refer to: + # https://github.com/NVIDIA-Jetson/tf_trt_models/issues/6#issuecomment-423098067 + fixed_shape_resizer { + height: 576 + width: 1024 + } + } + feature_extractor { + type: 'faster_rcnn_resnet101' + first_stage_features_stride: 16 + } + first_stage_anchor_generator { + grid_anchor_generator { + scales: [0.25, 0.5, 1.0, 2.0] + aspect_ratios: [0.5, 1.0, 2.0] + height_stride: 16 + width_stride: 16 + } + } + first_stage_box_predictor_conv_hyperparams { + op: CONV + regularizer { + l2_regularizer { + weight: 0.0 + } + } + initializer { + truncated_normal_initializer { + stddev: 0.01 + } + } + } + first_stage_nms_score_threshold: 0.0 + first_stage_nms_iou_threshold: 0.7 + #first_stage_max_proposals: 300 + first_stage_max_proposals: 32 + first_stage_localization_loss_weight: 2.0 + first_stage_objectness_loss_weight: 1.0 + second_stage_box_predictor { + rfcn_box_predictor { + conv_hyperparams { + op: CONV + regularizer { + l2_regularizer { + weight: 0.0 + } + } + initializer { + truncated_normal_initializer { + stddev: 0.01 + } + } + } + crop_height: 18 + crop_width: 18 + num_spatial_bins_height: 3 + num_spatial_bins_width: 3 + } + } + second_stage_post_processing { + batch_non_max_suppression { + score_threshold: 0.0 + iou_threshold: 0.6 + #max_detections_per_class: 100 + max_detections_per_class: 32 + #max_total_detections: 300 + max_total_detections: 32 + } + score_converter: SOFTMAX + } + second_stage_batch_size: 32 + second_stage_localization_loss_weight: 2.0 + second_stage_classification_loss_weight: 1.0 + } +} + +train_config: { + batch_size: 1 + optimizer { + momentum_optimizer: { + learning_rate: { + manual_step_learning_rate { + initial_learning_rate: 0.0003 + schedule { + step: 30000 + learning_rate: .00003 + } + schedule { + step: 48000 + learning_rate: .000003 + } + } + } + momentum_optimizer_value: 0.9 + } + use_moving_average: false + } + gradient_clipping_by_norm: 10.0 + fine_tune_checkpoint: "rfcn_resnet101_coco_2018_01_28/model.ckpt" + from_detection_checkpoint: true + num_steps: 50000 + data_augmentation_options { + random_horizontal_flip { + } + } +} + +train_input_reader: { + tf_record_input_reader { + input_path: "data/egohands_train.tfrecord" + } + label_map_path: "data/egohands_label_map.pbtxt" +} + +eval_config: { + num_examples: 500 + # Note: The below line limits the evaluation process to 10 evaluations. + # Remove the below line to evaluate indefinitely. + max_evals: 10 +} + +eval_input_reader: { + tf_record_input_reader { + input_path: "data/egohands_val.tfrecord" + } + label_map_path: "data/egohands_label_map.pbtxt" + shuffle: false + num_readers: 1 +} diff --git a/data/rfcn_resnet101_egohands/README.md b/data/rfcn_resnet101_egohands/README.md new file mode 100644 index 0000000..e37681d --- /dev/null +++ b/data/rfcn_resnet101_egohands/README.md @@ -0,0 +1,9 @@ +# rfcn_resnet101_egohands + +Copy your own trained 'rfcn_resnet101_egohands' model checkpoint files into this directory: + +``` +model.ckpt-50000.data-00000-of-00001 +model.ckpt-50000.index +model.ckpt-50000.meta +``` diff --git a/utils/egohands_models.py b/utils/egohands_models.py index a9edb56..ee361b3 100644 --- a/utils/egohands_models.py +++ b/utils/egohands_models.py @@ -19,6 +19,10 @@ 'config_path': 'data/ssd_inception_v2_egohands.config', 'checkpoint_path': 'data/ssd_inception_v2_egohands/model.ckpt-20000', }, + 'rfcn_resnet101_egohands': { + 'config_path': 'data/rfcn_resnet101_egohands.config', + 'checkpoint_path': 'data/rfcn_resnet101_egohands/model.ckpt-50000', + }, 'faster_rcnn_resnet50_egohands': { 'config_path': 'data/faster_rcnn_resnet50_egohands.config', 'checkpoint_path': 'data/faster_rcnn_resnet50_egohands/model.ckpt-50000', From 8076a7a0ee6baa156546b6a49550b849ea794b37 Mon Sep 17 00:00:00 2001 From: JK Jung Date: Mon, 8 Oct 2018 14:07:11 +0800 Subject: [PATCH 36/50] Add code to handle rfcn models --- tf_trt_models/detection.py | 6 +++++- 1 file changed, 5 insertions(+), 1 deletion(-) diff --git a/tf_trt_models/detection.py b/tf_trt_models/detection.py index 2353fa2..089f941 100644 --- a/tf_trt_models/detection.py +++ b/tf_trt_models/detection.py @@ -162,13 +162,17 @@ def build_detection_graph(config_path, checkpoint): frozen_graph_def = convert_relu6(frozen_graph_def) + # The following line is commented out because it causes + # trouble for faster_rcnn models... #remove_op(frozen_graph_def, 'Assert') # force CPU device placement for NMS ops for node in frozen_graph_def.node: if 'NonMaxSuppression' in node.name: node.device = '/device:CPU:0' - if '_rcnn' in config_path and 'SecondStage' in node.name: + if 'faster_rcnn_' in config_path and 'SecondStage' in node.name: + node.device = '/device:CPU:0' + if 'rfcn_' in config_path and 'SecondStage' in node.name: node.device = '/device:CPU:0' return frozen_graph_def, [input_name], output_names From 300437a3ad1babd12403d98b9ece0c57a8ddd634 Mon Sep 17 00:00:00 2001 From: JK Jung Date: Mon, 8 Oct 2018 14:15:26 +0800 Subject: [PATCH 37/50] Add code to handle rfcn models, as well as some minor optimizations --- utils/od_utils.py | 12 +++++++----- 1 file changed, 7 insertions(+), 5 deletions(-) diff --git a/utils/od_utils.py b/utils/od_utils.py index 667de03..c6ed266 100644 --- a/utils/od_utils.py +++ b/utils/od_utils.py @@ -30,7 +30,7 @@ def read_label_map(path_to_labels): # We do `x['id']-1` below, because 'class' output of the object # detection model is 0-based, while class ids in the label map # is 1-based. - cls_dict = {int(x['id'])-1: x['name'] for _, x in category_index.items()} + cls_dict = {int(x['id'])-1: x['name'] for x in category_index.values()} num_classes = max(c for c in cls_dict.keys()) + 1 # add missing classes as, say,'CLS12' if any return {i: cls_dict.get(i, 'CLS{}'.format(i)) for i in range(num_classes)} @@ -76,7 +76,9 @@ def load_trt_pb(pb_path): trt_graph_def.ParseFromString(pf.read()) # force CPU device placement for NMS ops for node in trt_graph_def.node: - if '_rcnn' in pb_path and 'SecondStage' in node.name: + if 'rfcn_' in pb_path and 'SecondStage' in node.name: + node.device = '/device:GPU:0' + if 'faster_rcnn_' in pb_path and 'SecondStage' in node.name: node.device = '/device:GPU:0' if 'NonMaxSuppression' in node.name: node.device = '/device:CPU:0' @@ -125,7 +127,7 @@ def detect(origimg, tf_sess, conf_th, od_type='ssd'): tf_scores = tf_sess.graph.get_tensor_by_name('detection_scores:0') tf_boxes = tf_sess.graph.get_tensor_by_name('detection_boxes:0') tf_classes = tf_sess.graph.get_tensor_by_name('detection_classes:0') - tf_num = tf_sess.graph.get_tensor_by_name('num_detections:0') + #tf_num = tf_sess.graph.get_tensor_by_name('num_detections:0') if od_type == 'faster_rcnn': img = _preprocess(origimg, (1024, 576)) @@ -137,8 +139,8 @@ def detect(origimg, tf_sess, conf_th, od_type='ssd'): if MEASURE_MODEL_TIME: tic = time.time() - boxes_out, scores_out, classes_out, _ = tf_sess.run( - [tf_boxes, tf_scores, tf_classes, tf_num], + boxes_out, scores_out, classes_out = tf_sess.run( + [tf_boxes, tf_scores, tf_classes], feed_dict={tf_input: img[None, ...]}) if MEASURE_MODEL_TIME: From 513f4f0937292213a2633bc3f6230164d28af2b7 Mon Sep 17 00:00:00 2001 From: JK Jung Date: Thu, 13 Dec 2018 14:34:08 +0800 Subject: [PATCH 38/50] Update tensorflow 'models' to a newer snapshot (hash: 6518c1c) --- third_party/models | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/third_party/models b/third_party/models index fb3fba0..6518c1c 160000 --- a/third_party/models +++ b/third_party/models @@ -1 +1 @@ -Subproject commit fb3fba0da90a1f6dc4478d2c58339e211f9dd414 +Subproject commit 6518c1c7711ef1fdbe925b3c5c71e62910374e3e From a92bffab0dc354a4d440446c7926ef26a9be7f23 Mon Sep 17 00:00:00 2001 From: JK Jung Date: Thu, 13 Dec 2018 19:45:25 +0800 Subject: [PATCH 39/50] Remove coco model configs (will download the latest files from TensorFlow Detection Model Zoo instead) --- data/ssd_inception_v2_coco.config | 190 ----------------------------- data/ssd_mobilenet_v1_coco.config | 195 ------------------------------ 2 files changed, 385 deletions(-) delete mode 100644 data/ssd_inception_v2_coco.config delete mode 100644 data/ssd_mobilenet_v1_coco.config diff --git a/data/ssd_inception_v2_coco.config b/data/ssd_inception_v2_coco.config deleted file mode 100644 index 8897cea..0000000 --- a/data/ssd_inception_v2_coco.config +++ /dev/null @@ -1,190 +0,0 @@ -# SSD with Inception v2 configuration for MSCOCO Dataset. -# Users should configure the fine_tune_checkpoint field in the train config as -# well as the label_map_path and input_path fields in the train_input_reader and -# eval_input_reader. Search for "PATH_TO_BE_CONFIGURED" to find the fields that -# should be configured. - -model { - ssd { - num_classes: 90 - box_coder { - faster_rcnn_box_coder { - y_scale: 10.0 - x_scale: 10.0 - height_scale: 5.0 - width_scale: 5.0 - } - } - matcher { - argmax_matcher { - matched_threshold: 0.5 - unmatched_threshold: 0.5 - ignore_thresholds: false - negatives_lower_than_unmatched: true - force_match_for_each_row: true - } - } - similarity_calculator { - iou_similarity { - } - } - anchor_generator { - ssd_anchor_generator { - num_layers: 6 - min_scale: 0.2 - max_scale: 0.95 - aspect_ratios: 1.0 - aspect_ratios: 2.0 - aspect_ratios: 0.5 - aspect_ratios: 3.0 - aspect_ratios: 0.3333 - reduce_boxes_in_lowest_layer: true - } - } - image_resizer { - fixed_shape_resizer { - height: 300 - width: 300 - } - } - box_predictor { - convolutional_box_predictor { - min_depth: 0 - max_depth: 0 - num_layers_before_predictor: 0 - use_dropout: false - dropout_keep_probability: 0.8 - kernel_size: 3 - box_code_size: 4 - apply_sigmoid_to_scores: false - conv_hyperparams { - activation: RELU_6, - regularizer { - l2_regularizer { - weight: 0.00004 - } - } - initializer { - truncated_normal_initializer { - stddev: 0.03 - mean: 0.0 - } - } - } - } - } - feature_extractor { - type: 'ssd_inception_v2' - min_depth: 16 - depth_multiplier: 1.0 - conv_hyperparams { - activation: RELU_6, - regularizer { - l2_regularizer { - weight: 0.00004 - } - } - initializer { - truncated_normal_initializer { - stddev: 0.03 - mean: 0.0 - } - } - batch_norm { - train: true, - scale: true, - center: true, - decay: 0.9997, - epsilon: 0.001, - } - } - override_base_feature_extractor_hyperparams: true - } - loss { - classification_loss { - weighted_sigmoid { - } - } - localization_loss { - weighted_smooth_l1 { - } - } - hard_example_miner { - num_hard_examples: 3000 - iou_threshold: 0.99 - loss_type: CLASSIFICATION - max_negatives_per_positive: 3 - min_negatives_per_image: 0 - } - classification_weight: 1.0 - localization_weight: 1.0 - } - normalize_loss_by_num_matches: true - post_processing { - batch_non_max_suppression { - #score_threshold: 1e-8 - score_threshold: 0.3 - iou_threshold: 0.6 - max_detections_per_class: 100 - max_total_detections: 100 - } - score_converter: SIGMOID - } - } -} - -train_config: { - batch_size: 24 - optimizer { - rms_prop_optimizer: { - learning_rate: { - exponential_decay_learning_rate { - initial_learning_rate: 0.004 - decay_steps: 800720 - decay_factor: 0.95 - } - } - momentum_optimizer_value: 0.9 - decay: 0.9 - epsilon: 1.0 - } - } - fine_tune_checkpoint: "PATH_TO_BE_CONFIGURED/model.ckpt" - from_detection_checkpoint: true - # Note: The below line limits the training process to 200K steps, which we - # empirically found to be sufficient enough to train the pets dataset. This - # effectively bypasses the learning rate schedule (the learning rate will - # never decay). Remove the below line to train indefinitely. - num_steps: 200000 - data_augmentation_options { - random_horizontal_flip { - } - } - data_augmentation_options { - ssd_random_crop { - } - } -} - -train_input_reader: { - tf_record_input_reader { - input_path: "PATH_TO_BE_CONFIGURED/mscoco_train.record-?????-of-00100" - } - label_map_path: "PATH_TO_BE_CONFIGURED/mscoco_label_map.pbtxt" -} - -eval_config: { - num_examples: 8000 - # Note: The below line limits the evaluation process to 10 evaluations. - # Remove the below line to evaluate indefinitely. - max_evals: 10 -} - -eval_input_reader: { - tf_record_input_reader { - input_path: "PATH_TO_BE_CONFIGURED/mscoco_val.record-?????-of-00010" - } - label_map_path: "PATH_TO_BE_CONFIGURED/mscoco_label_map.pbtxt" - shuffle: false - num_readers: 1 -} diff --git a/data/ssd_mobilenet_v1_coco.config b/data/ssd_mobilenet_v1_coco.config deleted file mode 100644 index a8cd4eb..0000000 --- a/data/ssd_mobilenet_v1_coco.config +++ /dev/null @@ -1,195 +0,0 @@ -# SSD with Mobilenet v1 configuration for MSCOCO Dataset. -# Users should configure the fine_tune_checkpoint field in the train config as -# well as the label_map_path and input_path fields in the train_input_reader and -# eval_input_reader. Search for "PATH_TO_BE_CONFIGURED" to find the fields that -# should be configured. - -model { - ssd { - num_classes: 90 - box_coder { - faster_rcnn_box_coder { - y_scale: 10.0 - x_scale: 10.0 - height_scale: 5.0 - width_scale: 5.0 - } - } - matcher { - argmax_matcher { - matched_threshold: 0.5 - unmatched_threshold: 0.5 - ignore_thresholds: false - negatives_lower_than_unmatched: true - force_match_for_each_row: true - } - } - similarity_calculator { - iou_similarity { - } - } - anchor_generator { - ssd_anchor_generator { - num_layers: 6 - min_scale: 0.2 - max_scale: 0.95 - aspect_ratios: 1.0 - aspect_ratios: 2.0 - aspect_ratios: 0.5 - aspect_ratios: 3.0 - aspect_ratios: 0.3333 - } - } - image_resizer { - fixed_shape_resizer { - height: 300 - width: 300 - } - } - box_predictor { - convolutional_box_predictor { - min_depth: 0 - max_depth: 0 - num_layers_before_predictor: 0 - use_dropout: false - dropout_keep_probability: 0.8 - kernel_size: 1 - box_code_size: 4 - apply_sigmoid_to_scores: false - conv_hyperparams { - activation: RELU_6, - regularizer { - l2_regularizer { - weight: 0.00004 - } - } - initializer { - truncated_normal_initializer { - stddev: 0.03 - mean: 0.0 - } - } - batch_norm { - train: true, - scale: true, - center: true, - decay: 0.9997, - epsilon: 0.001, - } - } - } - } - feature_extractor { - type: 'ssd_mobilenet_v1' - min_depth: 16 - depth_multiplier: 1.0 - conv_hyperparams { - activation: RELU_6, - regularizer { - l2_regularizer { - weight: 0.00004 - } - } - initializer { - truncated_normal_initializer { - stddev: 0.03 - mean: 0.0 - } - } - batch_norm { - train: true, - scale: true, - center: true, - decay: 0.9997, - epsilon: 0.001, - } - } - } - loss { - classification_loss { - weighted_sigmoid { - } - } - localization_loss { - weighted_smooth_l1 { - } - } - hard_example_miner { - num_hard_examples: 3000 - iou_threshold: 0.99 - loss_type: CLASSIFICATION - max_negatives_per_positive: 3 - min_negatives_per_image: 0 - } - classification_weight: 1.0 - localization_weight: 1.0 - } - normalize_loss_by_num_matches: true - post_processing { - batch_non_max_suppression { - #score_threshold: 1e-8 - score_threshold: 0.3 - iou_threshold: 0.6 - max_detections_per_class: 100 - max_total_detections: 100 - } - score_converter: SIGMOID - } - } -} - -train_config: { - batch_size: 24 - optimizer { - rms_prop_optimizer: { - learning_rate: { - exponential_decay_learning_rate { - initial_learning_rate: 0.004 - decay_steps: 800720 - decay_factor: 0.95 - } - } - momentum_optimizer_value: 0.9 - decay: 0.9 - epsilon: 1.0 - } - } - fine_tune_checkpoint: "PATH_TO_BE_CONFIGURED/model.ckpt" - from_detection_checkpoint: true - # Note: The below line limits the training process to 200K steps, which we - # empirically found to be sufficient enough to train the pets dataset. This - # effectively bypasses the learning rate schedule (the learning rate will - # never decay). Remove the below line to train indefinitely. - num_steps: 200000 - data_augmentation_options { - random_horizontal_flip { - } - } - data_augmentation_options { - ssd_random_crop { - } - } -} - -train_input_reader: { - tf_record_input_reader { - input_path: "PATH_TO_BE_CONFIGURED/mscoco_train.record-?????-of-00100" - } - label_map_path: "PATH_TO_BE_CONFIGURED/mscoco_label_map.pbtxt" -} - -eval_config: { - num_examples: 8000 - # Note: The below line limits the evaluation process to 10 evaluations. - # Remove the below line to evaluate indefinitely. - max_evals: 10 -} - -eval_input_reader: { - tf_record_input_reader { - input_path: "PATH_TO_BE_CONFIGURED/mscoco_val.record-?????-of-00010" - } - label_map_path: "PATH_TO_BE_CONFIGURED/mscoco_label_map.pbtxt" - shuffle: false - num_readers: 1 -} From ea709845ca6aee187a1ab3671d79c9a5427d8a34 Mon Sep 17 00:00:00 2001 From: JK Jung Date: Thu, 13 Dec 2018 19:46:22 +0800 Subject: [PATCH 40/50] Fix errors in the installation scripts --- install.sh | 10 +++++++++- scripts/install_protoc.sh | 32 +++++++++++++++----------------- 2 files changed, 24 insertions(+), 18 deletions(-) diff --git a/install.sh b/install.sh index d9980bb..aea1d1f 100755 --- a/install.sh +++ b/install.sh @@ -16,6 +16,15 @@ git submodule update --init pushd $MODELS_DIR/research echo $PWD + +sed -i "842s/print 'Scores and tpfp per class label: {}'.format(class_index)/print('Scores and tpfp per class label: {}'.format(class_index))/" \ + object_detection/utils/object_detection_evaluation.py +sed -i '843s/print tp_fp_labels/print(tp_fp_labels)/' \ + object_detection/utils/object_detection_evaluation.py +sed -i '844s/print scores/print(scores)/' \ + object_detection/utils/object_detection_evaluation.py +sed -i "157s/print '--annotation_type expected value is 1 or 2.'/print('--annotation_type expected value is 1 or 2.')/" \ + object_detection/dataset_tools/oid_hierarchical_labels_expansion.py sed -i '516s/print num_classes, num_anchors/print(num_classes, num_anchors)/' \ object_detection/meta_architectures/ssd_meta_arch_test.py sed -i '147s/print /print(/' \ @@ -30,7 +39,6 @@ sed -i '390s/iteritems()/items()/' \ object_detection/model_lib.py sed -i '168s/range(num_boundaries),/list(range(num_boundaries)),/' \ object_detection/utils/learning_schedules.py -$ROOT_DIR/protoc-3.5.1/bin/protoc object_detection/protos/*.proto --python_out=. echo "Installing object detection library" echo $PROTOC $PROTOC object_detection/protos/*.proto --python_out=. diff --git a/scripts/install_protoc.sh b/scripts/install_protoc.sh index 3fbae02..e0ee023 100644 --- a/scripts/install_protoc.sh +++ b/scripts/install_protoc.sh @@ -3,21 +3,19 @@ BASE_URL="https://github.com/google/protobuf/releases/download/v3.5.1/" PROTOC_DIR=data/protoc -if [ -r $PROTOC_DIR/bin/protoc ]; then - exit 0 +if [ ! -r $PROTOC_DIR/bin/protoc ]; then + mkdir -p $PROTOC_DIR + pushd $PROTOC_DIR + ARCH=$(uname -m) + if [ "$ARCH" == "aarch64" ] ; then + filename="protoc-3.5.1-linux-aarch_64.zip" + elif [ "$ARCH" == "x86_64" ] ; then + filename="protoc-3.5.1-linux-x86_64.zip" + else + echo ERROR: $ARCH not supported. + exit 1; + fi + wget --no-check-certificate ${BASE_URL}${filename} + unzip ${filename} + popd fi - -mkdir -p $PROTOC_DIR -pushd $PROTOC_DIR -ARCH=$(uname -m) -if [ "$ARCH" == "aarch64" ] ; then - filename="protoc-3.5.1-linux-aarch_64.zip" -elif [ "$ARCH" == "x86_64" ] ; then - filename="protoc-3.5.1-linux-x86_64.zip" -else - echo ERROR: $ARCH not supported. - exit 1; -fi -wget --no-check-certificate ${BASE_URL}${filename} -unzip ${filename} -popd From 9feea6b8aeab3b26aa031dca7026a110230b964f Mon Sep 17 00:00:00 2001 From: JK Jung Date: Thu, 13 Dec 2018 19:47:42 +0800 Subject: [PATCH 41/50] Fix 'config_path' related code --- tf_trt_models/detection.py | 13 +++++++------ utils/od_utils.py | 2 +- 2 files changed, 8 insertions(+), 7 deletions(-) diff --git a/tf_trt_models/detection.py b/tf_trt_models/detection.py index e1e64cc..3b94f1a 100644 --- a/tf_trt_models/detection.py +++ b/tf_trt_models/detection.py @@ -91,20 +91,21 @@ def download_detection_model(model, output_dir='.'): subprocess.call(['mkdir', '-p', output_dir]) tar_file = os.path.join(output_dir, os.path.basename(model.url)) extract_dir = model.extract_dir + config_path = os.path.join(output_dir, model.extract_dir, + PIPELINE_CONFIG_NAME) + checkpoint_path = os.path.join(output_dir, model.extract_dir, + CHECKPOINT_PREFIX) if not os.path.exists(os.path.join(output_dir, model.extract_dir)): subprocess.call(['wget', model.url, '-O', tar_file]) subprocess.call(['tar', '-xzf', tar_file, '-C', output_dir]) # hack fix to handle mobilenet_v2 config bug subprocess.call(['sed', '-i', '/batch_norm_trainable/d', config_path]) - config_path = os.path.join(output_dir, model.extract_dir, - PIPELINE_CONFIG_NAME) - checkpoint_path = os.path.join(output_dir, model.extract_dir, - CHECKPOINT_PREFIX) else: # assuming user is querying a self-trained 'egohands' model - if not os.path.exists(os.path.join(output_dir, model_name + '.config')) or - not os.path.exists(os.path.join(output_dir, model_name)): + if not os.path.exists(os.path.join(output_dir, model_name + '.config')): + raise FileNotFoundError + if not os.path.exists(os.path.join(output_dir, model_name)): raise FileNotFoundError config_path = os.path.join(output_dir, model_name + '.config') checkpoint_path = os.path.join(output_dir, model_name, diff --git a/utils/od_utils.py b/utils/od_utils.py index c6ed266..254a601 100644 --- a/utils/od_utils.py +++ b/utils/od_utils.py @@ -54,7 +54,7 @@ def build_trt_pb(model_name, pb_path, download_dir='data'): config_path, checkpoint_path = \ get_egohands_model(model_name) frozen_graph_def, input_names, output_names = build_detection_graph( - config_path=config_path, + config=config_path, checkpoint=checkpoint_path ) trt_graph_def = trt.create_inference_graph( From 1820836238fb07d222665a1b90addc3d6c17ede0 Mon Sep 17 00:00:00 2001 From: JK Jung Date: Fri, 14 Dec 2018 09:50:00 +0800 Subject: [PATCH 42/50] Fix class dictionary (cls_dict) indices: it is 1-based with the newer snapshot tensorflow 'models' --- utils/od_utils.py | 5 +---- 1 file changed, 1 insertion(+), 4 deletions(-) diff --git a/utils/od_utils.py b/utils/od_utils.py index 254a601..2755bb5 100644 --- a/utils/od_utils.py +++ b/utils/od_utils.py @@ -27,10 +27,7 @@ def read_label_map(path_to_labels): category_index = label_map_util.create_category_index_from_labelmap( path_to_labels) - # We do `x['id']-1` below, because 'class' output of the object - # detection model is 0-based, while class ids in the label map - # is 1-based. - cls_dict = {int(x['id'])-1: x['name'] for x in category_index.values()} + cls_dict = {int(x['id']): x['name'] for x in category_index.values()} num_classes = max(c for c in cls_dict.keys()) + 1 # add missing classes as, say,'CLS12' if any return {i: cls_dict.get(i, 'CLS{}'.format(i)) for i in range(num_classes)} From b0d088cba220c41563df63dd583b8e69abaf62b7 Mon Sep 17 00:00:00 2001 From: JK Jung Date: Fri, 14 Dec 2018 15:53:51 +0800 Subject: [PATCH 43/50] Add 'force_2ndstage_cpu()' jack to make faster_rcnn_xxx and rfcn_xxx models work --- tf_trt_models/detection.py | 8 +++++++- tf_trt_models/graph_utils.py | 15 +++++++++++---- 2 files changed, 18 insertions(+), 5 deletions(-) diff --git a/tf_trt_models/detection.py b/tf_trt_models/detection.py index 3b94f1a..eff100d 100644 --- a/tf_trt_models/detection.py +++ b/tf_trt_models/detection.py @@ -9,6 +9,7 @@ from object_detection import exporter from .graph_utils import force_nms_cpu as f_force_nms_cpu +from .graph_utils import force_2ndstage_cpu as f_force_2ndstage_cpu from .graph_utils import replace_relu6 as f_replace_relu6 from .graph_utils import remove_assert as f_remove_assert @@ -117,6 +118,7 @@ def build_detection_graph(config, checkpoint, batch_size=1, score_threshold=None, force_nms_cpu=True, + force_frcn2_cpu=True, replace_relu6=True, remove_assert=True, input_shape=None, @@ -171,10 +173,14 @@ def build_detection_graph(config, checkpoint, # apply graph modifications if force_nms_cpu: frozen_graph = f_force_nms_cpu(frozen_graph) + if force_frcn2_cpu: + if 'faster_rcnn_' in config_path or 'rfcn_' in config_path: + frozen_graph = f_force_2ndstage_cpu(frozen_graph) if replace_relu6: frozen_graph = f_replace_relu6(frozen_graph) if remove_assert: - frozen_graph = f_remove_assert(frozen_graph) + if 'ssd_' in config_path or 'ssdlite_' in config_path: + frozen_graph = f_remove_assert(frozen_graph) # get input names # TODO: handle mask_rcnn diff --git a/tf_trt_models/graph_utils.py b/tf_trt_models/graph_utils.py index 71cb198..e662b15 100644 --- a/tf_trt_models/graph_utils.py +++ b/tf_trt_models/graph_utils.py @@ -20,7 +20,7 @@ def make_relu6(output_name, input_name, const6_name='const6'): #tf_y = tf.nn.relu(tf.subtract(tf_6, tf.nn.relu(tf_x, name='relu1'), name='sub'), name='relu2') #tf_y = tf.subtract(tf_6, tf_y, name=output_name) tf_y = tf.subtract(tf_y1, tf_y2, name=output_name) - + graph_def = graph.as_graph_def() graph_def.node[-1].name = output_name @@ -34,7 +34,7 @@ def make_relu6(output_name, input_name, const6_name='const6'): for node in graph_def.node: if node.op == '_Neg': node.op = 'Neg' - + return graph_def @@ -47,7 +47,7 @@ def convert_relu6(graph_def, const6_name='const6'): if not has_const6: const6_graph_def = make_const6(const6_name=const6_name) graph_def.node.extend(const6_graph_def.node) - + for node in graph_def.node: if node.op == 'Relu6': input_name = node.input[0] @@ -55,7 +55,7 @@ def convert_relu6(graph_def, const6_name='const6'): relu6_graph_def = make_relu6(output_name, input_name, const6_name=const6_name) graph_def.node.remove(node) graph_def.node.extend(relu6_graph_def.node) - + return graph_def @@ -82,6 +82,13 @@ def force_nms_cpu(frozen_graph): return frozen_graph +def force_2ndstage_cpu(frozen_graph): + for node in frozen_graph.node: + if 'SecondStage' in node.name: + node.device = '/device:CPU:0' + return frozen_graph + + def replace_relu6(frozen_graph): return convert_relu6(frozen_graph) From ff6cbeb631a038c6a57d2a873ee54689f2443bcc Mon Sep 17 00:00:00 2001 From: JK Jung Date: Wed, 2 Jan 2019 15:04:57 +0800 Subject: [PATCH 44/50] Add a python3 related fix in object_detection/models/feature_map_generators.py --- install.sh | 2 ++ 1 file changed, 2 insertions(+) diff --git a/install.sh b/install.sh index aea1d1f..c341527 100755 --- a/install.sh +++ b/install.sh @@ -39,6 +39,8 @@ sed -i '390s/iteritems()/items()/' \ object_detection/model_lib.py sed -i '168s/range(num_boundaries),/list(range(num_boundaries)),/' \ object_detection/utils/learning_schedules.py +sed -i '225s/reversed(zip(output_feature_map_keys, output_feature_maps_list)))/reversed(list(zip(output_feature_map_keys, output_feature_maps_list))))/' \ + object_detection/models/feature_map_generators.py echo "Installing object detection library" echo $PROTOC $PROTOC object_detection/protos/*.proto --python_out=. From f7f2fa5deb55f8101a8ae754c57a4c7fc9425d91 Mon Sep 17 00:00:00 2001 From: JK Jung Date: Mon, 27 May 2019 23:40:00 +0800 Subject: [PATCH 45/50] Add description about tensorflow version and the 'TF-TRT Revisted' post --- README.md | 12 ++++++------ 1 file changed, 6 insertions(+), 6 deletions(-) diff --git a/README.md b/README.md index f860da1..7abccd4 100644 --- a/README.md +++ b/README.md @@ -13,18 +13,18 @@ This repository was forked from NVIDIA's [tf_trt_models](https://github.com/NVID Setup ----- -Refer to this blog post for more details: [TensorFlow/TensorRT Models on Jetson TX2](https://jkjung-avt.github.io/tf-trt-models/) +Refer to these blog posts for more details: [TensorFlow/TensorRT Models on Jetson TX2](https://jkjung-avt.github.io/tf-trt-models/) and [https://jkjung-avt.github.io/tf-trt-revisited/](https://jkjung-avt.github.io/tf-trt-revisited/). -1. Flash the target Jetson TX2 system with either JetPack-3.2.1 (TensorRT 3.0 GA included) or JetPack 3.3 (TensorRT 4.0 GA). -2. Install OpenCV 3.4.x on Jetson. Reference: [How to Install OpenCV (3.4.0) on Jetson TX2](https://jkjung-avt.github.io/opencv3-on-tx2/). -3. Download and install TensorFlow 1.8.0 (with TensorRT support). Note that the author has tested TensorFlow 1.9.0, 1.10.0, and 1.10.1. They do not work well on Jetson TX2. **TensorFlow 1.8.0 is highly recommended at the time of this writing** if you'd like to use TF-TRT on Jetson TX2. Also note that python3 was used for all testing and development work by the author. - - Download **[this pip wheel](https://nvidia.app.box.com/v/TF180-Py35-wTRT)** if you are using **JetPack-3.2.1**. Otherwise download **[this pip wheel](https://drive.google.com/open?id=1bAUNe26fKgGXuJiZYs1eT2ig8SCj2gW-)** if you are using **JetPack-3.3**. +1. Flash the target Jetson TX2 system with either JetPack-3.2.1 (TensorRT 3.0 GA included) or JetPack 3.3 (TensorRT 4.0 GA). (I have also tested the code on Jetson Nano with JetPack-4.2.) +2. Install OpenCV 3.4.x on Jetson. Reference: [How to Install OpenCV (3.4.0) on Jetson TX2](https://jkjung-avt.github.io/opencv3-on-tx2/) or [Installing OpenCV 3.4.6 on Jetson Nano](https://jkjung-avt.github.io/opencv-on-nano/). +3. Download and install tensorflow-1.8.0 (with TensorRT support). More specifically, download [this pip wheel](https://nvidia.app.box.com/v/TF180-Py35-wTRT) if you are using JetPack-3.2.1, or [this pip wheel](https://drive.google.com/open?id=1bAUNe26fKgGXuJiZYs1eT2ig8SCj2gW-) if you are using JetPack-3.3. Then install it with `pip3`. ``` $ sudo pip3 install tensorflow-1.8.0-cp35-cp35m-linux_aarch64.whl ``` + **2019-05-24 update:** Originally I encountered "extremely long TF-TRT model loading time issue" when I tested with tensorflow-1.9.0+. That's why I recommended tensorflow-1.8.0 before. Recently I realized the issue was due to the python3 'protobuf' module, and I have a solution. I documented the solution in my [TensorFlow/TensorRT (TF-TRT) Revisted](https://jkjung-avt.github.io/tf-trt-revisited/) post. With the solution applied, you could actually use any tensorflow of version 1.8.0 or higher, as long as it has the TenroRT support. For example, you could [build/install tensorflow-1.12.2 from source](https://jkjung-avt.github.io/build-tensorflow-1.12.2/), or just use a pip3 wheel provided by NVIDIA. + 4. Clone this repository. (Do use this repository instead of NVIDIA's original tf_trt_models repository, if you would like to run the script described below.) ``` From 6d2294edb013d00414e8cc7257eb0555951802a9 Mon Sep 17 00:00:00 2001 From: JK Jung Date: Mon, 17 Jun 2019 10:55:20 +0800 Subject: [PATCH 46/50] Do single-threading when reading from image or video files --- camera_tf_trt.py | 39 +++------------------ utils/camera.py | 89 ++++++++++++++++++++++++++++++++++++------------ 2 files changed, 72 insertions(+), 56 deletions(-) diff --git a/camera_tf_trt.py b/camera_tf_trt.py index 2906d4e..eb484e5 100644 --- a/camera_tf_trt.py +++ b/camera_tf_trt.py @@ -21,7 +21,7 @@ import tensorflow as tf import tensorflow.contrib.tensorrt as trt -from utils.camera import Camera +from utils.camera import add_camera_args, Camera from utils.od_utils import read_label_map, build_trt_pb, load_trt_pb, \ write_graph_tensorboard, detect from utils.visualization import BBoxVisualization @@ -39,40 +39,9 @@ def parse_args(): """Parse input arguments.""" desc = ('This script captures and displays live camera video, ' 'and does real-time object detection with TF-TRT model ' - 'on Jetson TX2/TX1') + 'on Jetson TX2/TX1/Nano') parser = argparse.ArgumentParser(description=desc) - parser.add_argument('--file', dest='use_file', - help='use a video file as input (remember to ' - 'also set --filename)', - action='store_true') - parser.add_argument('--image', dest='use_image', - help='use an image file as input (remember to ' - 'also set --filename)', - action='store_true') - parser.add_argument('--filename', dest='filename', - help='video file name, e.g. test.mp4', - default=None, type=str) - parser.add_argument('--rtsp', dest='use_rtsp', - help='use IP CAM (remember to also set --uri)', - action='store_true') - parser.add_argument('--uri', dest='rtsp_uri', - help='RTSP URI, e.g. rtsp://192.168.1.64:554', - default=None, type=str) - parser.add_argument('--latency', dest='rtsp_latency', - help='latency in ms for RTSP [200]', - default=200, type=int) - parser.add_argument('--usb', dest='use_usb', - help='use USB webcam (remember to also set --vid)', - action='store_true') - parser.add_argument('--vid', dest='video_dev', - help='device # of USB webcam (/dev/video?) [1]', - default=1, type=int) - parser.add_argument('--width', dest='image_width', - help='image width [1280]', - default=1280, type=int) - parser.add_argument('--height', dest='image_height', - help='image height [720]', - default=720, type=int) + parser = add_camera_args(parser) parser.add_argument('--model', dest='model', help='tf-trt object detecion model ' '[{}]'.format(DEFAULT_MODEL), @@ -153,7 +122,7 @@ def loop_and_detect(cam, tf_sess, conf_th, vis, od_type): full_scrn = False fps = 0.0 tic = time.time() - while cam.thread_running: + while True: if cv2.getWindowProperty(WINDOW_NAME, 0) < 0: # Check to see if the user has closed the display window. # If yes, terminate the while loop. diff --git a/utils/camera.py b/utils/camera.py index ed765bd..6d4bdb8 100644 --- a/utils/camera.py +++ b/utils/camera.py @@ -1,13 +1,12 @@ """camera.py This code implements the Camera class, which encapsulates code to -handle IP CAM, USB webcam or the Jetson onboard camera. The Camera -class is further extend to take either a video or an image file as -input. +handle IP CAM, USB webcam or the Jetson onboard camera. In +addition, this Camera class is further extended to take a video +file or an image file as input. """ -import time import logging import threading @@ -15,6 +14,43 @@ class is further extend to take either a video or an image file as import cv2 +def add_camera_args(parser): + """Add parser augument for camera options.""" + parser.add_argument('--file', dest='use_file', + help='use a video file as input (remember to ' + 'also set --filename)', + action='store_true') + parser.add_argument('--image', dest='use_image', + help='use an image file as input (remember to ' + 'also set --filename)', + action='store_true') + parser.add_argument('--filename', dest='filename', + help='video file name, e.g. test.mp4', + default=None, type=str) + parser.add_argument('--rtsp', dest='use_rtsp', + help='use IP CAM (remember to also set --uri)', + action='store_true') + parser.add_argument('--uri', dest='rtsp_uri', + help='RTSP URI, e.g. rtsp://192.168.1.64:554', + default=None, type=str) + parser.add_argument('--latency', dest='rtsp_latency', + help='latency in ms for RTSP [200]', + default=200, type=int) + parser.add_argument('--usb', dest='use_usb', + help='use USB webcam (remember to also set --vid)', + action='store_true') + parser.add_argument('--vid', dest='video_dev', + help='device # of USB webcam (/dev/video?) [0]', + default=0, type=int) + parser.add_argument('--width', dest='image_width', + help='image width [640]', + default=640, type=int) + parser.add_argument('--height', dest='image_height', + help='image height [480]', + default=480, type=int) + return parser + + def open_cam_rtsp(uri, width, height, latency): """Open an RTSP URI (IP CAM).""" gst_str = ('rtspsrc location={} latency={} ! ' @@ -33,9 +69,8 @@ def open_cam_usb(dev, width, height): return cv2.VideoCapture(dev) """ gst_str = ('v4l2src device=/dev/video{} ! ' - 'video/x-raw, width=(int){}, height=(int){}, ' - 'format=(string)RGB ! videoconvert ! ' - 'appsink').format(dev, width, height) + 'video/x-raw, width=(int){}, height=(int){} ! ' + 'videoconvert ! appsink').format(dev, width, height) return cv2.VideoCapture(gst_str, cv2.CAP_GSTREAMER) @@ -62,15 +97,10 @@ def grab_img(cam): into the global 'img_handle', until 'thread_running' is set to False. """ while cam.thread_running: - if cam.args.use_image: - assert cam.img_handle is not None, 'img_handle is empty in use_image case!' - # keep using the same img, no need to update it - time.sleep(0.01) # yield CPU to other threads - else: - _, cam.img_handle = cam.cap.read() - if cam.img_handle is None: - logging.warning('grab_img(): cap.read() returns None...') - break + _, cam.img_handle = cam.cap.read() + if cam.img_handle is None: + logging.warning('grab_img(): cap.read() returns None...') + break cam.thread_running = False @@ -87,6 +117,7 @@ class Camera(): def __init__(self, args): self.args = args self.is_opened = False + self.use_thread = False self.thread_running = False self.img_handle = None self.img_width = 0 @@ -101,6 +132,7 @@ def open(self): if args.use_file: self.cap = cv2.VideoCapture(args.filename) # ignore image width/height settings here + self.use_thread = False elif args.use_image: self.cap = 'OK' self.img_handle = cv2.imread(args.filename) @@ -108,6 +140,7 @@ def open(self): if self.img_handle is not None: self.is_opened = True self.img_height, self.img_width, _ = self.img_handle.shape + self.use_thread = False elif args.use_rtsp: self.cap = open_cam_rtsp( args.rtsp_uri, @@ -115,17 +148,20 @@ def open(self): args.image_height, args.rtsp_latency ) + self.use_thread = True elif args.use_usb: self.cap = open_cam_usb( args.video_dev, args.image_width, args.image_height ) + self.use_thread = True else: # by default, use the jetson onboard camera self.cap = open_cam_onboard( args.image_width, args.image_height ) + self.use_thread = True if self.cap != 'OK': if self.cap.isOpened(): # Try to grab the 1st image and determine width and height @@ -136,16 +172,27 @@ def open(self): def start(self): assert not self.thread_running - self.thread_running = True - self.thread = threading.Thread(target=grab_img, args=(self,)) - self.thread.start() + if self.use_thread: + self.thread_running = True + self.thread = threading.Thread(target=grab_img, args=(self,)) + self.thread.start() def stop(self): self.thread_running = False - self.thread.join() + if self.use_thread: + self.thread.join() def read(self): - if self.args.use_image: + if self.args.use_file: + _, img = self.cap.read() + if img is None: + #logging.warning('grab_img(): cap.read() returns None...') + # looping around + self.cap.release() + self.cap = cv2.VideoCapture(self.args.filename) + _, img = self.cap.read() + return img + elif self.args.use_image: return np.copy(self.img_handle) else: return self.img_handle From 48a111d3deaa7009377934123c94d3f2b425267f Mon Sep 17 00:00:00 2001 From: JK Jung Date: Thu, 20 Jun 2019 17:02:32 +0800 Subject: [PATCH 47/50] Remove unused code --- camera_tf_trt.py | 14 -------------- 1 file changed, 14 deletions(-) diff --git a/camera_tf_trt.py b/camera_tf_trt.py index eb484e5..d844dd4 100644 --- a/camera_tf_trt.py +++ b/camera_tf_trt.py @@ -95,20 +95,6 @@ def set_full_screen(full_scrn): cv2.setWindowProperty(WINDOW_NAME, cv2.WND_PROP_FULLSCREEN, prop) -def show_bounding_boxes(img, box, conf, cls, cls_dict): - """Draw detected bounding boxes on the original image.""" - font = cv2.FONT_HERSHEY_DUPLEX - for bb, cf, cl in zip(box, conf, cls): - cl = int(cl) - y_min, x_min, y_max, x_max = bb[0], bb[1], bb[2], bb[3] - cv2.rectangle(img, (x_min, y_min), (x_max, y_max), BBOX_COLOR, 2) - txt_loc = (max(x_min, 5), max(y_min-3, 20)) - cls_name = cls_dict.get(cl, 'CLASS{}'.format(cl)) - txt = '{} {:.2f}'.format(cls_name, cf) - cv2.putText(img, txt, txt_loc, font, 0.8, BBOX_COLOR, 1) - return img - - def loop_and_detect(cam, tf_sess, conf_th, vis, od_type): """Loop, grab images from camera, and do object detection. From 321b34946145954515390ab446a12b24840bcc76 Mon Sep 17 00:00:00 2001 From: JK Jung Date: Fri, 25 Oct 2019 13:02:02 +0800 Subject: [PATCH 48/50] Fix a minor bug in visualization.py --- utils/visualization.py | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/utils/visualization.py b/utils/visualization.py index 677aa60..6497716 100644 --- a/utils/visualization.py +++ b/utils/visualization.py @@ -58,7 +58,7 @@ def draw_boxed_text(img, text, topleft, color): assert img.dtype == np.uint8 img_h, img_w, _ = img.shape if topleft[0] >= img_w or topleft[1] >= img_h: - return + return img margin = 3 size = cv2.getTextSize(text, FONT, TEXT_SCALE, TEXT_THICKNESS) w = size[0][0] + margin * 2 From 0c811f45c5045994358107f38e84093b811e78ca Mon Sep 17 00:00:00 2001 From: JK Jung Date: Wed, 20 Nov 2019 20:24:20 +0800 Subject: [PATCH 49/50] Add support for 'nvarguscamerasrc' --- utils/camera.py | 38 +++++++++++++++++++++++++------------- 1 file changed, 25 insertions(+), 13 deletions(-) diff --git a/utils/camera.py b/utils/camera.py index 6d4bdb8..e7424a3 100644 --- a/utils/camera.py +++ b/utils/camera.py @@ -9,6 +9,7 @@ import logging import threading +import subprocess import numpy as np import cv2 @@ -75,19 +76,30 @@ def open_cam_usb(dev, width, height): def open_cam_onboard(width, height): - """Open the Jetson onboard camera. - - On versions of L4T prior to 28.1, you might need to add - 'flip-method=2' into gst_str. - """ - gst_str = ('nvcamerasrc ! ' - 'video/x-raw(memory:NVMM), ' - 'width=(int)2592, height=(int)1458, ' - 'format=(string)I420, framerate=(fraction)30/1 ! ' - 'nvvidconv ! ' - 'video/x-raw, width=(int){}, height=(int){}, ' - 'format=(string)BGRx ! videoconvert ! ' - 'appsink').format(width, height) + """Open the Jetson onboard camera.""" + gst_elements = str(subprocess.check_output('gst-inspect-1.0')) + if 'nvcamerasrc' in gst_elements: + # On versions of L4T prior to 28.1, you might need to add + # 'flip-method=2' into gst_str below. + gst_str = ('nvcamerasrc ! ' + 'video/x-raw(memory:NVMM), ' + 'width=(int)2592, height=(int)1458, ' + 'format=(string)I420, framerate=(fraction)30/1 ! ' + 'nvvidconv ! ' + 'video/x-raw, width=(int){}, height=(int){}, ' + 'format=(string)BGRx ! ' + 'videoconvert ! appsink').format(width, height) + elif 'nvarguscamerasrc' in gst_elements: + gst_str = ('nvarguscamerasrc ! ' + 'video/x-raw(memory:NVMM), ' + 'width=(int)1920, height=(int)1080, ' + 'format=(string)NV12, framerate=(fraction)30/1 ! ' + 'nvvidconv flip-method=2 ! ' + 'video/x-raw, width=(int){}, height=(int){}, ' + 'format=(string)BGRx ! ' + 'videoconvert ! appsink').format(width, height) + else: + raise RuntimeError('onboard camera source not found!') return cv2.VideoCapture(gst_str, cv2.CAP_GSTREAMER) From 2f55c695d0788f38f0dfdc312773ba8037367f62 Mon Sep 17 00:00:00 2001 From: JK Jung Date: Fri, 22 Nov 2019 09:07:15 +0800 Subject: [PATCH 50/50] Highlight the TF-TRT Revisited blog post --- README.md | 7 ++++++- 1 file changed, 6 insertions(+), 1 deletion(-) diff --git a/README.md b/README.md index 7abccd4..878e180 100644 --- a/README.md +++ b/README.md @@ -13,7 +13,12 @@ This repository was forked from NVIDIA's [tf_trt_models](https://github.com/NVID Setup ----- -Refer to these blog posts for more details: [TensorFlow/TensorRT Models on Jetson TX2](https://jkjung-avt.github.io/tf-trt-models/) and [https://jkjung-avt.github.io/tf-trt-revisited/](https://jkjung-avt.github.io/tf-trt-revisited/). +Refer to these blog posts for more details: + +* [TensorFlow/TensorRT Models on Jetson TX2](https://jkjung-avt.github.io/tf-trt-models/) +* [TensorFlow/TensorRT (TF-TRT) Revisited](https://jkjung-avt.github.io/tf-trt-revisited/). + +Otherwise, here are the steps: 1. Flash the target Jetson TX2 system with either JetPack-3.2.1 (TensorRT 3.0 GA included) or JetPack 3.3 (TensorRT 4.0 GA). (I have also tested the code on Jetson Nano with JetPack-4.2.) 2. Install OpenCV 3.4.x on Jetson. Reference: [How to Install OpenCV (3.4.0) on Jetson TX2](https://jkjung-avt.github.io/opencv3-on-tx2/) or [Installing OpenCV 3.4.6 on Jetson Nano](https://jkjung-avt.github.io/opencv-on-nano/).

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zlAx9YeFa2wOW9xS% z5%_NMdAhGLVujP&2;}XmJ(w~F!wCoZlnA~$o{AR?tr9&>&tVtbq6&||_5MW7EfUW2 zx2ILY@=k=AL+z}r8ogEzr(a~1D7O!n-hAn4VPUgaXfQstb6?0!iMkuKYKIR7 Kf7cKYo%3HP`?PHU literal 0 HcmV?d00001 From ac699d0130ddc7628e2d3af9559bd279c0ad8c0f Mon Sep 17 00:00:00 2001 From: JK Jung Date: Fri, 14 Sep 2018 13:36:15 +0800 Subject: [PATCH 06/50] Minor updates to README.md --- README.md | 30 +++++++++++++++--------------- 1 file changed, 15 insertions(+), 15 deletions(-) diff --git a/README.md b/README.md index 637a53b..3139809 100644 --- a/README.md +++ b/README.md @@ -14,26 +14,26 @@ Setup Refer to this blog post for more details: [TensorFlow/TensorRT Models on Jetson TX2](https://jkjung-avt.github.io/tf-trt-modelsr/) -1. Flash your Jetson TX2 with JetPack 3.3 (including TensorRT). +1. Flash the target Jetson TX2 system with JetPack 3.3. Note that TensorRT 4.0 GA would be installed in the process. 2. Install OpenCV 3.4.x on Jetson. Reference: [How to Install OpenCV (3.4.0) on Jetson TX2](https://jkjung-avt.github.io/opencv3-on-tx2/). -3. Download and install TensorFlow 1.10.0 (with TensorRT support). Download link: [TensorFlow 1.10 wheel with JetPack 3.3](https://devtalk.nvidia.com/default/topic/1031300/jetson-tx2/tensorflow-1-8-wheel-with-jetpack-3-2-/). Note that I use python3 for all my testing and development work. +3. Download and install TensorFlow 1.10.0 (with TensorRT support). Download link: [TensorFlow 1.10 wheel with JetPack 3.3](https://devtalk.nvidia.com/default/topic/1031300/jetson-tx2/tensorflow-1-8-wheel-with-jetpack-3-2-/). Note that python3 was used for all testing and development work by the author. ``` - sudo pip3 install tensorflow-1.10.0-cp35-cp35m-linux_aarch64.whl + $ sudo pip3 install tensorflow-1.10.0-cp35-cp35m-linux_aarch64.whl ``` 4. Clone this repository. ``` - cd ~/project - git clone --recursive https://github.com/jkjung-avt/tf_trt_models - cd tf_trt_models + $ cd ~/project + $ git clone --recursive https://github.com/jkjung-avt/tf_trt_models + $ cd tf_trt_models ``` 5. Run the installation script. ``` - ./install.sh + $ ./install.sh ``` @@ -54,17 +54,17 @@ Please refer to the original [NVIDIA-Jetson/tf_trt_models](https://github.com/NV **TF-TRT** - TensorRT optimized graph (FP16) -The above benchmark timings were gathered after placing the Jetson TX2 in MAX-N mode. To do this, run the following commands in a terminal: +The above benchmark timings were gathered after the Jetson TX2 was placed in MAX-N mode. To set TX2 into MAX-N mode, run the following commands in a terminal: ``` -sudo nvpmodel -m 0 -sudo ~/jetson_clocks.sh +$ sudo nvpmodel -m 0 +$ sudo ~/jetson_clocks.sh ``` ### Real-time object detection with TensorRT optimized models -The `camera_tf_trt.py` scripts supports video inputs from: (1) a video file, say mp4, (2) an image file, say jpg or png, (3) an RTSP stream from an IP CAM, (4) a USB webcam, (5) the Jetson onboard camera. Check out its help message about how to invoke it with a specific video source. +The `camera_tf_trt.py` scripts supports video inputs from one of the following: (1) a video file, say mp4, (2) an image file, say jpg or png, (3) an RTSP stream from an IP CAM, (4) a USB webcam, (5) the Jetson onboard camera. Check out the help message about how to invoke the script with a specific video source. ``` $ python3 camera_tf_trt.py --help @@ -106,19 +106,19 @@ optional arguments: --confidence CONF_TH confidence threshold [0.3] ``` -The `--model` option only supports `ssd_inception_v2_coco` (default) and `ssd_mobilenet_v1` now. It would probably be extended to support more object detection models in the future. The `--build` option only needs to be done once for each object detection model. The TensorRT optimized graph would be saved/cached into a protobuf file, so that later invocations of the script could load the cached graph directly without going through the optimization steps again. +The `--model` option could only be set to `ssd_inception_v2_coco` (default) or `ssd_mobilenet_v1` now. It would likely be extended to support more object detection models in the future. The `--build` option only needs to be done once for each object detection model. The TensorRT optimized graph would be saved/cached into a protobuf file, so that later invocations of the script could load the cached graph directly without going through the optimization process again. Example #1: build TensorRT optimized 'ssd_mobilenet_v1_coco' model and run real-time object detection with USB webcam. ``` -python3 camera_tf_trt.py --usb --model ssd_mobilenet_v1_coco --build` +$ python3 camera_tf_trt.py --usb --model ssd_mobilenet_v1_coco --build ``` -Example #2: verify the optimized 'ssd_mobilenet_v1_coco' model with NVIDIA's original huskies picture. +Example #2: verify the optimized 'ssd_mobilenet_v1_coco' model with NVIDIA's original 'huskies.jpg' picture. ``` -python3 camera_tf_trt.py --image --filename examples/detection/data/huskies.jpg --model ssd_mobilenet_v1_coco +$ python3 camera_tf_trt.py --image --filename examples/detection/data/huskies.jpg --model ssd_mobilenet_v1_coco ``` Here is the result of example #2. From f1cf752f071fb14887e96d87ecb9b37d50007944 Mon Sep 17 00:00:00 2001 From: JK Jung Date: Fri, 14 Sep 2018 15:58:44 +0800 Subject: [PATCH 07/50] Fix typos --- README.md | 4 ++-- 1 file changed, 2 insertions(+), 2 deletions(-) diff --git a/README.md b/README.md index 3139809..bb89307 100644 --- a/README.md +++ b/README.md @@ -12,7 +12,7 @@ This repository was forked from NVIDIA's [tf_trt_models](https://github.com/NVID Setup ----- -Refer to this blog post for more details: [TensorFlow/TensorRT Models on Jetson TX2](https://jkjung-avt.github.io/tf-trt-modelsr/) +Refer to this blog post for more details: [TensorFlow/TensorRT Models on Jetson TX2](https://jkjung-avt.github.io/tf-trt-models/) 1. Flash the target Jetson TX2 system with JetPack 3.3. Note that TensorRT 4.0 GA would be installed in the process. 2. Install OpenCV 3.4.x on Jetson. Reference: [How to Install OpenCV (3.4.0) on Jetson TX2](https://jkjung-avt.github.io/opencv3-on-tx2/). @@ -64,7 +64,7 @@ $ sudo ~/jetson_clocks.sh ### Real-time object detection with TensorRT optimized models -The `camera_tf_trt.py` scripts supports video inputs from one of the following: (1) a video file, say mp4, (2) an image file, say jpg or png, (3) an RTSP stream from an IP CAM, (4) a USB webcam, (5) the Jetson onboard camera. Check out the help message about how to invoke the script with a specific video source. +The `camera_tf_trt.py` script supports video inputs from one of the following sources: (1) a video file, say mp4, (2) an image file, say jpg or png, (3) an RTSP stream from an IP CAM, (4) a USB webcam, (5) the Jetson onboard camera. Check out the help message about how to invoke the script with a specific video source. ``` $ python3 camera_tf_trt.py --help From 1ec645e64fee953a3789fa27464714f232dd2c55 Mon Sep 17 00:00:00 2001 From: JK Jung Date: Fri, 14 Sep 2018 23:06:02 +0800 Subject: [PATCH 08/50] Update some comments in camera_tf_trt.py --- camera_tf_trt.py | 16 +++++++--------- 1 file changed, 7 insertions(+), 9 deletions(-) diff --git a/camera_tf_trt.py b/camera_tf_trt.py index 149f3e9..6dfe538 100644 --- a/camera_tf_trt.py +++ b/camera_tf_trt.py @@ -1,13 +1,11 @@ """camera_tf_trt.py -This is a Camera TensforFlow Object Detection sample code for Jetson -TX2 or TX1. This program captures and displays video from either an -IP CAM, USB webcam, or the Tegra onboard camera, and do real-time -object detection with example models in NVIDIA's 'tf_trt_models' -repository. Refer to the following blog post for how to set up and -run the code: - - https://jkjung-avt.github.io/camera-tf-trt/ +This is a Camera TensorFlow/TensorRT Object Detection sample code for +Jetson TX2 or TX1. This script captures and displays video from either +a video file, an image file, an IP CAM, a USB webcam, or the Tegra +onboard camera, and do real-time object detection with example TensorRT +optimized SSD models in NVIDIA's 'tf_trt_models' repository. Refer to +README.md inside this repository for more information. This code is written and maintained by JK Jung . """ @@ -167,7 +165,7 @@ def loop_and_detect(tf_sess, cls_dict, conf_th, cam): cv2.imshow(WINDOW_NAME, img) toc = time.time() curr_fps = 1.0 / (toc - tic) - # calculate an exponentially decayed average of fps number + # calculate an exponentially decaying average of fps number fps = curr_fps if fps == 0.0 else (fps*0.9 + curr_fps*0.1) tic = toc From 7db4004b8cce478a31c1f50e79057f1ba5f87902 Mon Sep 17 00:00:00 2001 From: JK Jung Date: Sun, 16 Sep 2018 21:34:18 +0800 Subject: [PATCH 09/50] Add utils/__init__.py so as to fix problems importing stuffs from that directory --- utils/__init__.py | 0 1 file changed, 0 insertions(+), 0 deletions(-) create mode 100644 utils/__init__.py diff --git a/utils/__init__.py b/utils/__init__.py new file mode 100644 index 0000000..e69de29 From 1070d9a36229fec442953ee046047515bb659548 Mon Sep 17 00:00:00 2001 From: JK Jung Date: Sun, 16 Sep 2018 21:35:42 +0800 Subject: [PATCH 10/50] Create the BBoxVisualization class and implement a nicer bounding box drawing function --- utils/visualization.py | 109 +++++++++++++++++++++++++++++++++++++++++ 1 file changed, 109 insertions(+) create mode 100644 utils/visualization.py diff --git a/utils/visualization.py b/utils/visualization.py new file mode 100644 index 0000000..5d1430a --- /dev/null +++ b/utils/visualization.py @@ -0,0 +1,109 @@ +"""visualization.py + +The BBoxVisualization class implements drawing of nice looking +bounding boxes based on object detection results. +""" + + +import numpy as np +import cv2 + + +# Constants +ALPHA = 0.3 +FONT = cv2.FONT_HERSHEY_DUPLEX +TEXT_SCALE = 0.8 +TEXT_THICKNESS = 1 +BLACK = (0, 0, 0) +WHITE = (255, 255, 255) + + +def gen_colors(num_colors): + """Generate different colors. + + # Arguments + num_colors: total number of colors/classes. + + # Output + bgrs: a list of (B, G, R) tuples which correspond to each of + the colors/classes. + """ + import random + import colorsys + + hsvs = [[float(x) / num_colors, 1., 1.] for x in range(num_colors)] + random.seed(1234) + random.shuffle(hsvs) + rgbs = list(map(lambda x: list(colorsys.hsv_to_rgb(*x)), hsvs)) + bgrs = [(int(rgb[2] * 255), int(rgb[1] * 255), int(rgb[0] * 255)) + for rgb in rgbs] + bgrs.insert(0, (0, 0, 0)) # class #0 is reserved for the 'background' + return bgrs + + +def draw_boxed_text(img, text, topleft, color): + """Draw a transluent boxed text in white, overlayed on top of a + colored patch surrounded by a black border. FONT, TEXT_SCALE, + TEXT_THICKNESS and ALPHA values are constants (fixed) as defined + on top. + + # Arguments + img: the input image as a numpy array. + text: the text to be drawn. + topleft: XY coordinate of the topleft corner of the boxed text. + color: color of the patch, i.e. background of the text. + + # Output + img: note the original image is modified inplace. + """ + assert img.dtype == np.uint8 + img_h, img_w, _ = img.shape + if topleft[0] >= img_w or topleft[1] >= img_h: + return + margin = 3 + size = cv2.getTextSize(text, FONT, TEXT_SCALE, TEXT_THICKNESS) + w = size[0][0] + margin * 2 + h = size[0][1] + margin * 2 + # the patch is used to draw boxed text + patch = np.zeros((h, w, 3), dtype=np.uint8) + patch[...] = color + cv2.putText(patch, text, (margin+1, h-margin-3), FONT, TEXT_SCALE, + WHITE, thickness=TEXT_THICKNESS, lineType=cv2.LINE_8) + cv2.rectangle(patch, (0, 0), (w-1, h-1), BLACK, thickness=1) + w = min(w, img_w - topleft[0]) # clip overlay at image boundary + h = min(h, img_h - topleft[1]) + # Overlay the boxed text onto region of interest (roi) in img + roi = img[topleft[1]:topleft[1]+h, topleft[0]:topleft[0]+w, :] + cv2.addWeighted(patch[0:h, 0:w, :], ALPHA, roi, 1 - ALPHA, 0, roi) + return img + + +class BBoxVisualization(): + """BBoxVisualization class implements nice drawing of boudning boxes. + + # Arguments + cls_dict: a dictionary used to translate class id to its name. + num_classes: total number of classes (not including 'background' + which is always assigned as class 0) + """ + + def __init_(self, cls_dict, num_classes): + self.cls_dict = cls_dict + self.num_classes = num_classes + self.colors = gen_colors(num_classes) + + def draw_bboxes(self, img, box, conf, cls): + """Draw detected bounding boxes on the original image.""" + for bb, cf, cl in zip(box, conf, cls): + cl = int(cl) + # Only keep non-background bounding boxes + if cl == 0: + continue + y_min, x_min, y_max, x_max = bb[0], bb[1], bb[2], bb[3] + color = self.colors[cl] + cv2.rectangle(img, (x_min, y_min), (x_max, y_max), color, 2) + txt_loc = (max(x_min, 0), max(y_min, 0)) + cls_name = self.cls_dict.get(cl, 'CLS{}'.format(cl)) + txt = '{} {:.2f}'.format(cls_name, cf) + img = draw_boxed_text(img, txt, txt_loc, color) + return img From c7dace3c0b5a05c321b547414a99e48a0b43ad59 Mon Sep 17 00:00:00 2001 From: JK Jung Date: Mon, 17 Sep 2018 14:07:05 +0800 Subject: [PATCH 11/50] Fix bugs in the installation scripts --- install.sh | 2 +- scripts/install_protoc.sh | 2 +- 2 files changed, 2 insertions(+), 2 deletions(-) diff --git a/install.sh b/install.sh index 1b99e2b..a0f33a1 100755 --- a/install.sh +++ b/install.sh @@ -24,7 +24,7 @@ cd $MODELS_DIR cd research sed -i '516s/print num_classes, num_anchors/print(num_classes, num_anchors)/' object_detection/meta_architectures/ssd_meta_arch_test.py sed -i '147s/print /print(/' object_detection/dataset_tools/oid_hierarchical_labels_expansion.py -sed -i '149s/labels_file"""/[optional]labels_file""")/' object_detection/dataset_tools/oid_hierarchical_labels_expansion.py +sed -i '149s/labels_file"""$/[optional]labels_file""")/' object_detection/dataset_tools/oid_hierarchical_labels_expansion.py protoc object_detection/protos/*.proto --python_out=. sudo $PYTHON setup.py install cd slim diff --git a/scripts/install_protoc.sh b/scripts/install_protoc.sh index 52be636..91da92d 100644 --- a/scripts/install_protoc.sh +++ b/scripts/install_protoc.sh @@ -3,7 +3,7 @@ BASE_URL="https://github.com/google/protobuf/releases/download/v3.5.1/" if [ -r data/protoc/bin/protoc ]; then - diff data/protoc/bin/protoc /usr/bin/protoc || exit 0 + diff data/protoc/bin/protoc /usr/bin/protoc && exit 0 fi mkdir -p data/protoc From b56ecbfd8496650bd1b001f8a56d4e980695ec26 Mon Sep 17 00:00:00 2001 From: JK Jung Date: Mon, 17 Sep 2018 14:11:00 +0800 Subject: [PATCH 12/50] Make sure BBoxVisualization is working, and create test code for it --- utils/test_visualization.py | 33 +++++++++++++++++++++++++++++++++ utils/visualization.py | 14 +++++++------- 2 files changed, 40 insertions(+), 7 deletions(-) create mode 100644 utils/test_visualization.py diff --git a/utils/test_visualization.py b/utils/test_visualization.py new file mode 100644 index 0000000..485d81f --- /dev/null +++ b/utils/test_visualization.py @@ -0,0 +1,33 @@ +"""test_visualization.py +""" + + +import numpy as np +import cv2 +from visualization import BBoxVisualization + + +def main(): + """main + """ + cls_dict = {0: 'background', 1: 'cat', 2: 'dog', 3: 'person'} + num_classes = 3 + boxes = np.array( + [[100, 100, 300, 200], + [100, 400, 300, 500], + [200, 250, 400, 300]], + dtype=np.int32 + ) + confs = np.array([0.5, 0.7, 0.9], dtype=np.float32) + clss = np.array([1, 2, 3], dtype=np.int32) + + img = cv2.imread('../examples/detection/data/huskies.jpg') + assert img is not None + vis = BBoxVisualization(cls_dict, num_classes) + img = vis.draw_bboxes(img, boxes, confs, clss) + cv2.imshow('Test BBoxVisualization', img) + cv2.waitKey(0) + + +if __name__ == '__main__': + main() diff --git a/utils/visualization.py b/utils/visualization.py index 5d1430a..86a1265 100644 --- a/utils/visualization.py +++ b/utils/visualization.py @@ -10,9 +10,9 @@ # Constants -ALPHA = 0.3 -FONT = cv2.FONT_HERSHEY_DUPLEX -TEXT_SCALE = 0.8 +ALPHA = 0.5 +FONT = cv2.FONT_HERSHEY_PLAIN +TEXT_SCALE = 1.0 TEXT_THICKNESS = 1 BLACK = (0, 0, 0) WHITE = (255, 255, 255) @@ -31,7 +31,7 @@ def gen_colors(num_colors): import random import colorsys - hsvs = [[float(x) / num_colors, 1., 1.] for x in range(num_colors)] + hsvs = [[float(x) / num_colors, 1., 0.7] for x in range(num_colors)] random.seed(1234) random.shuffle(hsvs) rgbs = list(map(lambda x: list(colorsys.hsv_to_rgb(*x)), hsvs)) @@ -67,7 +67,7 @@ def draw_boxed_text(img, text, topleft, color): # the patch is used to draw boxed text patch = np.zeros((h, w, 3), dtype=np.uint8) patch[...] = color - cv2.putText(patch, text, (margin+1, h-margin-3), FONT, TEXT_SCALE, + cv2.putText(patch, text, (margin+1, h-margin-2), FONT, TEXT_SCALE, WHITE, thickness=TEXT_THICKNESS, lineType=cv2.LINE_8) cv2.rectangle(patch, (0, 0), (w-1, h-1), BLACK, thickness=1) w = min(w, img_w - topleft[0]) # clip overlay at image boundary @@ -87,7 +87,7 @@ class BBoxVisualization(): which is always assigned as class 0) """ - def __init_(self, cls_dict, num_classes): + def __init__(self, cls_dict, num_classes): self.cls_dict = cls_dict self.num_classes = num_classes self.colors = gen_colors(num_classes) @@ -102,7 +102,7 @@ def draw_bboxes(self, img, box, conf, cls): y_min, x_min, y_max, x_max = bb[0], bb[1], bb[2], bb[3] color = self.colors[cl] cv2.rectangle(img, (x_min, y_min), (x_max, y_max), color, 2) - txt_loc = (max(x_min, 0), max(y_min, 0)) + txt_loc = (max(x_min+2, 0), max(y_min+2, 0)) cls_name = self.cls_dict.get(cl, 'CLS{}'.format(cl)) txt = '{} {:.2f}'.format(cls_name, cf) img = draw_boxed_text(img, txt, txt_loc, color) From bff396763cd793041f13798f3601329c82ef1632 Mon Sep 17 00:00:00 2001 From: JK Jung Date: Mon, 17 Sep 2018 16:07:12 +0800 Subject: [PATCH 13/50] Add reference link about setting max_batch_size to avoid 'cudnnFusedConvActLayer.cpp (61) - Cuda Error in createFilterTextur' --- utils/ssd_utils.py | 6 +++++- 1 file changed, 5 insertions(+), 1 deletion(-) diff --git a/utils/ssd_utils.py b/utils/ssd_utils.py index 3406b96..06c0905 100644 --- a/utils/ssd_utils.py +++ b/utils/ssd_utils.py @@ -12,7 +12,8 @@ def read_label_map(path_to_labels, num_classes): """Read from the label map file and return a class dictionary which maps class id (int) to the corresponding display name (string). - Reference: https://github.com/tensorflow/models/blob/master/research/object_detection/object_detection_tutorial.ipynb + Reference: + https://github.com/tensorflow/models/blob/master/research/object_detection/object_detection_tutorial.ipynb """ from object_detection.utils import label_map_util @@ -31,6 +32,9 @@ def build_trt_pb(model_name, pb_path, download_dir='data'): The code was mostly taken from the following example by NVIDIA. https://github.com/NVIDIA-Jetson/tf_trt_models/blob/master/examples/detection/detection.ipynb + + Note 'max_batch_size' might need to be set to 4, reference: + https://devtalk.nvidia.com/default/topic/1036906/tensorrt/cudnnfusedconvactlayer-cpp-64-cuda-error-in-createfiltertexturefused-11/post/5270634/#5270634 """ from tf_trt_models.detection import download_detection_model from tf_trt_models.detection import build_detection_graph From cff7f4fd6661756e6bcf574e2d9ce2eff4266952 Mon Sep 17 00:00:00 2001 From: JK Jung Date: Mon, 17 Sep 2018 16:18:31 +0800 Subject: [PATCH 14/50] Use the new BBoxVisualization class to draw nicer-looking bounding boxes; fix duplicated logging for tensorflow --- camera_tf_trt.py | 42 +++++++++++++++++++++++++++--------------- 1 file changed, 27 insertions(+), 15 deletions(-) diff --git a/camera_tf_trt.py b/camera_tf_trt.py index 6dfe538..ff54fd7 100644 --- a/camera_tf_trt.py +++ b/camera_tf_trt.py @@ -24,6 +24,7 @@ from utils.camera import Camera from utils.ssd_utils import read_label_map, build_trt_pb, load_trt_pb, \ write_graph_tensorboard, detect +from utils.visualization import BBoxVisualization # Constants @@ -144,8 +145,15 @@ def show_bounding_boxes(img, box, conf, cls, cls_dict): return img -def loop_and_detect(tf_sess, cls_dict, conf_th, cam): - """Loop, grab images from camera, and do object detection.""" +def loop_and_detect(cam, tf_sess, conf_th, vis): + """Loop, grab images from camera, and do object detection. + + # Arguments + cam: the camera object (video source). + tf_sess: TensorFlow/TensorRT session to run SSD object detection. + conf_th: confidence/score threshold for object detection. + vis: for visualization. + """ show_fps = True full_scrn = False fps = 0.0 @@ -159,7 +167,7 @@ def loop_and_detect(tf_sess, cls_dict, conf_th, cam): img = cam.read() if img is not None: box, conf, cls = detect(img, tf_sess, conf_th) - img = show_bounding_boxes(img, box, conf, cls, cls_dict) + img = vis.draw_bboxes(img, box, conf, cls) if show_fps: img = draw_help_and_fps(img, fps) cv2.imshow(WINDOW_NAME, img) @@ -181,51 +189,55 @@ def loop_and_detect(tf_sess, cls_dict, conf_th, cam): def main(): logging.basicConfig(level=logging.INFO) + logger = logging.getLogger(__name__) + # Ask tensorflow logger not to propagate logs to parent (which causes + # duplicated logging) + logging.getLogger('tensorflow').propagate = False args = parse_args() - logging.info('called with args: %s' % args) + logger.info('called with args: %s' % args) # build the class (index/name) dictionary from labelmap file - logging.info('reading label map') + logger.info('reading label map') cls_dict = read_label_map(args.labelmap_file, args.num_classes) pb_path = './data/{}_trt.pb'.format(args.model) log_path = './logs/{}_trt'.format(args.model) if args.do_build: - logging.info('building TRT graph and saving to pb: %s' % - pb_path) + logger.info('building TRT graph and saving to pb: %s' % pb_path) build_trt_pb(args.model, pb_path) - logging.info('opening camera device/file') + logger.info('opening camera device/file') cam = Camera(args) cam.open() if not cam.is_opened: sys.exit('Failed to open camera!') - logging.info('loading TRT graph from pb: %s' % pb_path) + logger.info('loading TRT graph from pb: %s' % pb_path) trt_graph = load_trt_pb(pb_path) - logging.info('starting up TensorFlow session') + logger.info('starting up TensorFlow session') tf_config = tf.ConfigProto() tf_config.gpu_options.allow_growth = True tf_sess = tf.Session(config=tf_config, graph=trt_graph) if args.do_tensorboard: - logging.info('writing graph summary to TensorBoard') + logger.info('writing graph summary to TensorBoard') write_graph_tensorboard(tf_sess, log_path) - logging.info('warming up the TRT graph with a dummy image') + logger.info('warming up the TRT graph with a dummy image') _, _, _ = detect(np.zeros((300, 300, 3), dtype=np.uint8), tf_sess, conf_th=.3) cam.start() # ask the camera to start grabbing images # grab image and do object detection (until stopped by user) - logging.info('starting to loop and detect') + logger.info('starting to loop and detect') + vis = BBoxVisualization(cls_dict, args.num_classes) open_display_window(args.image_width, args.image_height) - loop_and_detect(tf_sess, cls_dict, args.conf_th, cam) + loop_and_detect(cam, tf_sess, args.conf_th, vis) - logging.info('cleaning up') + logger.info('cleaning up') cam.stop() # terminate the sub-thread in camera tf_sess.close() cam.release() From d9d9cc531a6c1ba161f97df61a233672feff3f8c Mon Sep 17 00:00:00 2001 From: JK Jung Date: Mon, 17 Sep 2018 21:03:21 +0800 Subject: [PATCH 15/50] Fix the issue of CPU getting occupied by grab_img thread in use_image case --- utils/camera.py | 12 +++++++++++- 1 file changed, 11 insertions(+), 1 deletion(-) diff --git a/utils/camera.py b/utils/camera.py index f5e45c8..ed765bd 100644 --- a/utils/camera.py +++ b/utils/camera.py @@ -7,6 +7,7 @@ class is further extend to take either a video or an image file as """ +import time import logging import threading @@ -64,6 +65,7 @@ def grab_img(cam): if cam.args.use_image: assert cam.img_handle is not None, 'img_handle is empty in use_image case!' # keep using the same img, no need to update it + time.sleep(0.01) # yield CPU to other threads else: _, cam.img_handle = cam.cap.read() if cam.img_handle is None: @@ -87,6 +89,8 @@ def __init__(self, args): self.is_opened = False self.thread_running = False self.img_handle = None + self.img_width = 0 + self.img_height = 0 self.cap = None self.thread = None @@ -103,6 +107,7 @@ def open(self): # ignore image width/height settings here if self.img_handle is not None: self.is_opened = True + self.img_height, self.img_width, _ = self.img_handle.shape elif args.use_rtsp: self.cap = open_cam_rtsp( args.rtsp_uri, @@ -122,7 +127,12 @@ def open(self): args.image_height ) if self.cap != 'OK': - self.is_opened = self.cap.isOpened() + if self.cap.isOpened(): + # Try to grab the 1st image and determine width and height + _, img = self.cap.read() + if img is not None: + self.img_height, self.img_width, _ = img.shape + self.is_opened = True def start(self): assert not self.thread_running From c585a441d293186f73064b713f83a250ad965277 Mon Sep 17 00:00:00 2001 From: JK Jung Date: Mon, 17 Sep 2018 21:04:23 +0800 Subject: [PATCH 16/50] Set display window size based on actual input image size (not the width/height setting in command line arguments) --- camera_tf_trt.py | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/camera_tf_trt.py b/camera_tf_trt.py index ff54fd7..b4d186e 100644 --- a/camera_tf_trt.py +++ b/camera_tf_trt.py @@ -234,7 +234,7 @@ def main(): # grab image and do object detection (until stopped by user) logger.info('starting to loop and detect') vis = BBoxVisualization(cls_dict, args.num_classes) - open_display_window(args.image_width, args.image_height) + open_display_window(cam.img_width, cam.img_height) loop_and_detect(cam, 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