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Semantic Segmentation #657

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seanytak
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@seanytak seanytak commented Sep 28, 2021 •
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Generic Semantic Segmentation Training Tools using PyTorch and Azure Machine Learning

Adds the following to the contrib section

  • Training script for semantic segmentation model using Azure Machine Learning
  • Utilities to convert from various semantic segmentation label formats
  • Utilities to work with semantic segmentation masks
  • PyTorch dataset for semantic segmentation

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Checklist:

  • I have followed the contribution guidelines and code style for this project.
  • This branch is created from staging and not master.
  • This PR is being made to staging and not master.
  • I will squash merge this PR into staging.
  • I have added tests covering my contributions.
  • I have updated the documentation accordingly.

@PatrickBue
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Thanks for this contribution. Could you please add some more information what this PR does, how to install, with 1-2 screenshots, etc. For example the segmentation/readme file currently is empty.

@PatrickBue
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@seanytak Feel free to ping me should you have any questions or comments.

@seanytak seanytak marked this pull request as ready for review October 25, 2021 17:53
@PatrickBue
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@seanytak Great code, all looks good. Let me know once you're ready and I'll merge the code. Two minor comments:

  • could you please update the contrib/README.md file and add your approach to the table.
  • you could add some more info in your own readme.md file, e.g. add screenshots to show what the code does on a high-level. Right now this isn't clear.

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@PatrickBue PatrickBue Awaiting requested review from PatrickBue

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@seanytak @PatrickBue