Merge pull request #381 from JingyuanZhang/master

feat(converter): transform op.type multiclass_nmsX to multiclass_nms

Author: changy1105

README.md

@@ -2,27 +2,106 @@
 
 # Paddle.js
 
+<p >
+<img src="https://travis-ci.org/PaddlePaddle/Paddle.js.svg?branch=master" alt="building"> <img src="https://github.com/paddlepaddle/paddle.js/actions/workflows/ut.yml/badge.svg" alt="UnitTest"> <img src="https://img.shields.io/github/commit-activity/m/paddlepaddle/paddle.js/master?color=important" alt="commit-activity"> <img src="https://img.shields.io/github/license/paddlepaddle/paddle.js" alt="license"> <img src="https://img.shields.io/github/package-json/v/paddlepaddle/paddle.js/master?color=yellow" alt="license"> <img src="https://img.shields.io/github/v/release/paddlepaddle/paddle.js?color=skyblue" alt="license"> <img src="https://img.shields.io/pypi/pyversions/paddlejsconverter" alt="python">
+</p>
+
 Paddle.js is a web project for Baidu PaddlePaddle, which is an open source deep learning framework running in the browser. Paddle.js can either load a pre-trained model, or transforming a model from paddle-hub with model transforming tools provided by Paddle.js. It could run in every browser with WebGL/WebGPU/WebAssembly supported. It could also run in Baidu Smartprogram and WX miniprogram.
 
-[![Build Status](https://travis-ci.org/PaddlePaddle/Paddle.js.svg?branch=beta)](https://travis-ci.org/PaddlePaddle/Paddle.js.svg?branch=beta) <img src="https://github.com/paddlepaddle/paddle.js/actions/workflows/ut.yml/badge.svg" alt="UnitTest"> <img src="https://img.shields.io/github/commit-activity/m/paddlepaddle/paddle.js/master?color=important" alt="commit-activity"> <img src="https://img.shields.io/github/license/paddlepaddle/paddle.js" alt="license"> <img src="https://img.shields.io/github/package-json/v/paddlepaddle/paddle.js/master?color=yellow" alt="license"> <img src="https://img.shields.io/github/v/release/paddlepaddle/paddle.js?color=skyblue" alt="license"> <img src="https://img.shields.io/pypi/pyversions/paddlejsconverter" alt="python">
+
+
+## Ecosystem
+
+| Project                  | version                | Description         |
+| ------------------------ | ---------------------- | --------------------|
+| [paddlejs-core]          | [![paddlejs-core-status]][paddlejs-core-package] | inference engine  |
+| [paddlejs-backend-webgl] | [![paddlejs-backend-webgl-status]][paddlejs-backend-webgl-package] | webgl backend |
+| [paddlejs-backend-wasm] | [![paddlejs-backend-wasm-status]][paddlejs-backend-wasm-package] | wasm backend |
+| [paddlejs-backend-webgpu] | [![paddlejs-backend-webgpu-status]][paddlejs-backend-webgpu-package] | webgpu backend |
+| [paddlejsconverter]      | [![paddlejsconverter-status]][paddlejsconverter-package] | convert paddlepaddle model |
+| [humanseg]      | [![humanseg-status]][humanseg-package] | human segmentation library |
+| [ocr]      | [![ocr-status]][ocr-package] | optical character recognition library |
+| [gesture]      | [![gesture-status]][gesture-package] | gesture recognition library |
+| [mobilenet]      | [![mobilenet-status]][mobilenet-package] | image classification library |
+| [ocr detection]      | [![ocr-detection-status]][ocr-detection-package] | optical character detection library |
+| [facedetect]      | [![facedetect-status]][facedetect-package] | face detection library |
+
+[paddlejs-core]: ./packages/paddlejs-core/README.md
+[paddlejs-core-status]: https://img.shields.io/npm/v/@paddlejs/paddlejs-core
+[paddlejs-core-package]: https://npmjs.com/package/@paddlejs/paddlejs-core
+
+[paddlejs-backend-webgl]: ./packages/paddlejs-backend-webgl/README.md
+[paddlejs-backend-webgl-status]: https://img.shields.io/npm/v/@paddlejs/paddlejs-backend-webgl
+[paddlejs-backend-webgl-package]: https://npmjs.com/package/@paddlejs/paddlejs-backend-webgl
+
+[paddlejs-backend-wasm]: ./packages/paddlejs-backend-wasm/README.md
+[paddlejs-backend-wasm-status]: https://img.shields.io/npm/v/@paddlejs/paddlejs-backend-wasm
+[paddlejs-backend-wasm-package]: https://npmjs.com/package/@paddlejs/paddlejs-backend-wasm
+
+[paddlejs-backend-webgpu]: ./packages/paddlejs-backend-webgpu/README.md
+[paddlejs-backend-webgpu-status]: https://img.shields.io/npm/v/@paddlejs/paddlejs-backend-webgpu
+[paddlejs-backend-webgpu-package]: https://npmjs.com/package/@paddlejs/paddlejs-backend-webgpu
+
+[paddlejsconverter]: ./packages/paddlejs-converter/README.md
+[paddlejsconverter-status]: https://img.shields.io/pypi/v/paddlejsconverter
+[paddlejsconverter-package]: https://pypi.org/project/paddlejsconverter/
+
+[humanseg]: ./packages/paddlejs-models/humanseg/README.md
+[humanseg-status]: https://img.shields.io/npm/v/@paddlejs-models/humanseg
+[humanseg-package]: https://npmjs.com/package/@paddlejs-models/humanseg
+
+[ocr]: ./packages/paddlejs-models/ocr/README.md
+[ocr-status]: https://img.shields.io/npm/v/@paddlejs-models/ocr
+[ocr-package]: https://npmjs.com/package/@paddlejs-models/ocr
+
+[gesture]: ./packages/paddlejs-models/gesture/README.md
+[gesture-status]: https://img.shields.io/npm/v/@paddlejs-models/gesture
+[gesture-package]: https://npmjs.com/package/@paddlejs-models/gesture
+
+[mobilenet]: ./packages/paddlejs-models/mobilenet/README.md
+[mobilenet-status]: https://img.shields.io/npm/v/@paddlejs-models/mobilenet
+[mobilenet-package]: https://npmjs.com/package/@paddlejs-models/mobilenet
+
+[ocr detection]: ./packages/paddlejs-models/ocrdetection/README.md
+[ocr-detection-status]: https://img.shields.io/npm/v/@paddlejs-models/ocrdet
+[ocr-detection-package]: https://npmjs.com/package/@paddlejs-models/ocrdet
+
+
+[facedetect]: ./packages/paddlejs-models/facedetect/README.md
+[facedetect-status]: https://img.shields.io/npm/v/@paddlejs-models/facedetect
+[facedetect-package]: https://npmjs.com/package/@paddlejs-models/facedetect
+
 ## Key Features
 
 ### Module
 
 * [paddlejs-core](./packages/paddlejs-core/README.md), the core part of the Paddle.js ecosystem, which is responsible for the operation of the inference process of the entire engine. 
-<img src="https://img.shields.io/npm/v/@paddlejs/paddlejs-core?color=success" alt="version"> <img src="https://img.shields.io/bundlephobia/min/@paddlejs/paddlejs-core" alt="size"> <img src="https://img.shields.io/npm/dm/@paddlejs/paddlejs-core?color=orange" alt="downloads"> <img src="https://img.shields.io/npm/dt/@paddlejs/paddlejs-core" alt="downloads">
-* [paddlejs-converter](./packages/paddlejs-converter/README.md), model transformation tool for Paddle.js, convert PaddlePaddle models (also known as fluid models) into a browser-friendly format.
-* [paddlejs-models](./packages/paddlejs-models/), model projects, supply flexible low-level APIs for users to implement their AI scenario.
+ <img src="https://img.shields.io/bundlephobia/min/@paddlejs/paddlejs-core" alt="size"> <img src="https://img.shields.io/npm/dm/@paddlejs/paddlejs-core?color=orange" alt="downloads"> <img src="https://img.shields.io/npm/dt/@paddlejs/paddlejs-core" alt="downloads">
+* [paddlejsconverter](./packages/paddlejs-converter/README.md), model transformation tool for Paddle.js, convert PaddlePaddle models (also known as fluid models) into a browser-friendly format.
+* [paddlejs-models](./packages/paddlejs-models/), model projects, supply flexible low-level APIs for users to implement their AI scenario. 
 * [paddlejs-examples](./packages/paddlejs-examples/), Paddle.js AI examples
 * [paddlejs-mediapipe](./packages/paddlejs-mediapipe/), tools for live and streaming media, support webrtc camera and a lightweight opencv package
 ### Backends
 * [paddlejs-backend-webgl](./packages/paddlejs-backend-webgl/README.md), webgl backend, the main backend for Paddle.js, [ops supported](./packages/paddlejs-backend-webgl/src/ops/index.ts)
-<img src="https://img.shields.io/npm/v/@paddlejs/paddlejs-backend-webgl?color=success" alt="version"> <img src="https://img.shields.io/bundlephobia/min/@paddlejs/paddlejs-backend-webgl" alt="size"> <img src="https://img.shields.io/npm/dm/@paddlejs/paddlejs-backend-webgl?color=orange" alt="downloads"> <img src="https://img.shields.io/npm/dt/@paddlejs/paddlejs-backend-webgl" alt="downloads">
+<img src="https://img.shields.io/bundlephobia/min/@paddlejs/paddlejs-backend-webgl" alt="size"> <img src="https://img.shields.io/npm/dm/@paddlejs/paddlejs-backend-webgl?color=orange" alt="downloads"> <img src="https://img.shields.io/npm/dt/@paddlejs/paddlejs-backend-webgl" alt="downloads">
 * [paddlejs-backend-webgpu](./packages/paddlejs-backend-webgpu/README.md), webgpu backend, an experimental backend, [WebGPU draft](https://gpuweb.github.io/gpuweb/), [ops supported](./packages/paddlejs-backend-webgpu/src/ops/index.ts)
 * [paddlejs-backend-wasm](./packages/paddlejs-backend-wasm/README_cn.md), WebAssembly backend, [ops supported](./packages/paddlejs-backend-wasm/src/ops.ts)
 * [paddlejs-backend-cpu](./packages/paddlejs-backend-cpu/README.md), cpu backend, [ops supported](./packages/paddlejs-backend-cpu/src/ops/index.ts)
 * [paddlejs-backend-nodegl](./packages/paddlejs-backend-nodegl/README.md), nodegl backend, a backend in Node.js for Paddle.js, using the webgl backend ops. [ops supported](./packages/paddlejs-backend-webgl/src/ops/index.ts)
 
+
+## Examples
+- [image classification game](./packages/paddlejs-examples/clasGame/README.md) image classification game example in wx miniprogram
+- [gesture](./packages/paddlejs-examples/gesture/README.md) gesture recognition example
+- [humanStream](./packages/paddlejs-examples/humanStream/README.md) video-streaming human segmentation
+- [humanseg](./packages/paddlejs-examples/humanseg/README.md) human segmentation example
+- [ocr](./packages/paddlejs-examples/ocr/README.md) optical character recognition example
+- [ocr detection](./packages/paddlejs-examples/ocrdetection/README.md) optical character detection example
+- [mobilenet](./packages/paddlejs-examples/mobilenet) classify images into 1000 object categories
+- [wine](./packages/paddlejs-examples/wine) classify bottles into 7 categories
+- [webglworker](./packages/paddlejs-examples/webglWorker) This demo help us to use Paddle.js in WebWorker.
+
+
 ### Browser/Platforms Coverage
 
 * PC: Chrome, Safari, Firefox
@@ -45,24 +124,6 @@ Paddle.js is a web project for Baidu PaddlePaddle, which is an open source deep
 
 If you dont' want to put model on the network, you can use method 2.
 
-## Models Sdk
-- [humanseg model](./packages/paddlejs-models/humanseg/README.md) human segmentation library <img src="https://img.shields.io/npm/v/@paddlejs-models/humanseg?color=success" alt="version"> <img src="https://img.shields.io/bundlephobia/min/@paddlejs-models/humanseg" alt="size"> <img src="https://img.shields.io/npm/dm/@paddlejs-models/humanseg?color=orange" alt="downloads"> <img src="https://img.shields.io/npm/dt/@paddlejs-models/humanseg" alt="downloads">
-- [ocr model](./packages/paddlejs-models/ocr/README.md) optical character recognition library <img src="https://img.shields.io/npm/v/@paddlejs-models/ocr?color=success" alt="version"> <img src="https://img.shields.io/bundlephobia/min/@paddlejs-models/ocr" alt="size"> <img src="https://img.shields.io/npm/dm/@paddlejs-models/ocr?color=orange" alt="downloads"> <img src="https://img.shields.io/npm/dt/@paddlejs-models/ocr" alt="downloads">
-- [gesture model](./packages/paddlejs-models/gesture/README.md) gesture recognition library <img src="https://img.shields.io/npm/v/@paddlejs-models/gesture?color=success" alt="version"> <img src="https://img.shields.io/bundlephobia/min/@paddlejs-models/gesture" alt="size"> <img src="https://img.shields.io/npm/dm/@paddlejs-models/gesture?color=orange" alt="downloads"> <img src="https://img.shields.io/npm/dt/@paddlejs-models/gesture" alt="downloads">
-- [mobilenet model](./packages/paddlejs-models/mobilenet/README.md) image classification library <img src="https://img.shields.io/npm/v/@paddlejs-models/mobilenet?color=success" alt="version"> <img src="https://img.shields.io/bundlephobia/min/@paddlejs-models/mobilenet" alt="size"> <img src="https://img.shields.io/npm/dm/@paddlejs-models/mobilenet?color=orange" alt="downloads"> <img src="https://img.shields.io/npm/dt/@paddlejs-models/mobilenet" alt="downloads">
-- [ocr detection model](./packages/paddlejs-models/ocrdetection/README.md) optical character detection library <img src="https://img.shields.io/npm/v/@paddlejs-models/ocrdet?color=success" alt="version"> <img src="https://img.shields.io/bundlephobia/min/@paddlejs-models/ocrdet" alt="size"> <img src="https://img.shields.io/npm/dm/@paddlejs-models/ocrdet?color=orange" alt="downloads"> <img src="https://img.shields.io/npm/dt/@paddlejs-models/ocrdet" alt="downloads">
-- [facedetect model](./packages/paddlejs-models/facedetect/README.md) face detection library <img src="https://img.shields.io/npm/v/@paddlejs-models/facedetect?color=success" alt="version"> <img src="https://img.shields.io/bundlephobia/min/@paddlejs-models/facedetect" alt="size"> <img src="https://img.shields.io/npm/dm/@paddlejs-models/facedetect?color=orange" alt="downloads"> <img src="https://img.shields.io/npm/dt/@paddlejs-models/facedetect" alt="downloads">
-
-## Examples
-- [image classification game](./packages/paddlejs-examples/clasGame/README.md) image classification game example in wx miniprogram
-- [gesture](./packages/paddlejs-examples/gesture/README.md) gesture recognition example
-- [humanStream](./packages/paddlejs-examples/humanStream/README.md) video-streaming human segmentation
-- [humanseg](./packages/paddlejs-examples/humanseg/README.md) human segmentation example
-- [ocr](./packages/paddlejs-examples/ocr/README.md) optical character recognition example
-- [ocr detection](./packages/paddlejs-examples/ocrdetection/README.md) optical character detection example
-- [mobilenet](./packages/paddlejs-examples/mobilenet) classify images into 1000 object categories
-- [wine](./packages/paddlejs-examples/wine) classify bottles into 7 categories
-
 
 ## Feedback and Community Support
 - Online video tutorial [start video](https://www.bilibili.com/video/BV1gZ4y1H7UA?p=6)