add semantic segmentation codebase

Author: seanytak

contrib/segmentation/README.md

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+-c requirements.txt
+black
+flake8
+isort
+pip-tools
+pre-commit
+pytest
+pytest-cov
+pytest-mock

contrib/segmentation/data/test_data/labels/aml_coco_labels.json

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+#
+# This file is autogenerated by pip-compile
+# To update, run:
+#
+#    pip-compile dev-requirements.in
+#
+appdirs==1.4.4
+    # via
+    #   black
+    #   virtualenv
+attrs==20.3.0
+    # via
+    #   -c requirements.txt
+    #   pytest
+black==21.5b1
+    # via -r dev-requirements.in
+cfgv==3.2.0
+    # via pre-commit
+click==7.1.2
+    # via
+    #   -c requirements.txt
+    #   black
+    #   pip-tools
+coverage==5.5
+    # via pytest-cov
+distlib==0.3.1
+    # via virtualenv
+filelock==3.0.12
+    # via virtualenv
+flake8==3.9.1
+    # via -r dev-requirements.in
+identify==2.2.3
+    # via pre-commit
+iniconfig==1.1.1
+    # via pytest
+isort==5.8.0
+    # via -r dev-requirements.in
+mccabe==0.6.1
+    # via flake8
+mypy-extensions==0.4.3
+    # via black
+nodeenv==1.6.0
+    # via pre-commit
+packaging==20.9
+    # via
+    #   -c requirements.txt
+    #   pytest
+pathspec==0.8.1
+    # via
+    #   -c requirements.txt
+    #   black
+pep517==0.10.0
+    # via pip-tools
+pip-tools==6.1.0
+    # via -r dev-requirements.in
+pluggy==0.13.1
+    # via pytest
+pre-commit==2.12.1
+    # via -r dev-requirements.in
+py==1.10.0
+    # via pytest
+pycodestyle==2.7.0
+    # via flake8
+pyflakes==2.3.1
+    # via flake8
+pyparsing==2.4.7
+    # via
+    #   -c requirements.txt
+    #   packaging
+pytest-cov==2.11.1
+    # via -r dev-requirements.in
+pytest-mock==3.6.1
+    # via -r dev-requirements.in
+pytest==6.2.4
+    # via
+    #   -r dev-requirements.in
+    #   pytest-cov
+    #   pytest-mock
+pyyaml==5.4.1
+    # via
+    #   -c requirements.txt
+    #   pre-commit
+regex==2021.4.4
+    # via black
+six==1.16.0
+    # via
+    #   -c requirements.txt
+    #   virtualenv
+toml==0.10.2
+    # via
+    #   -c requirements.txt
+    #   black
+    #   pep517
+    #   pre-commit
+    #   pytest
+virtualenv==20.4.4
+    # via pre-commit
+
+# The following packages are considered to be unsafe in a requirements file:
+# pip

contrib/segmentation/data/test_data/labels/standard_coco_labels.json

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+albumentations
+azure-storage-blob
+azureml-sdk
+click
+ipyplot
+jupyter
+jupytext
+matplotlib
+# Change to numpy C-api in versions >=1.20.0 are currently incompatible with some libraries
+# pycocotools (any version) is currently one known issue
+# https://numpy.org/doc/stable/release/1.20.0-notes.html#size-of-np-ndarray-and-np-void-changed
+numpy>=1.20
+pandas
+pycocotools
+python-dotenv
+scikit-learn
+seaborn
+segmentation-models-pytorch
+torch
+torchmetrics
+torchvision