Semantic Segmentation

[Sean Takafuji (seanytak)]

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

Related Issues

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]

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]

Sean Takafuji (@seanytak) Feel free to ping me should you have any questions or comments.

[PatrickBue]

Sean Takafuji (@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.