FEATURE: refactor geo-deep-learning

NRCan / geo-deep-learning

Deep learning applied to georeferenced datasets

https://geo-deep-learning.readthedocs.io/en/latest/

MIT License

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FEATURE: refactor geo-deep-learning #573

Open valhassan opened 1 month ago

valhassan commented 1 month ago

Is your feature request related to a problem? Please describe. I would like to refactor geo-deep-learning to be modular, composable and maintainable.

Describe the solution you'd like geo-deep-learning will be refactored to use pytorch lightning and follow best practices. The refactoring will follow this architecture:

Describe alternatives you've considered

Using torchgeo for all experiments?
Using MMSegmentation toolbox?

Additional context Refer to TorchGeo for guidance.

mpelchat04 commented 1 month ago

Related to #152

mpelchat04 commented 1 month ago

Related to #300