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FEATURE: refactor geo-deep-learning #573

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valhassan opened this issue Jul 29, 2024 · 2 comments
Open

FEATURE: refactor geo-deep-learning #573

valhassan opened this issue Jul 29, 2024 · 2 comments
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effort : 5 enhancement New feature or request P1 High priority

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@valhassan
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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:

image

Describe alternatives you've considered

  • Using torchgeo for all experiments?
  • Using MMSegmentation toolbox?

Additional context
Refer to TorchGeo for guidance.

@valhassan valhassan added the enhancement New feature or request label Jul 29, 2024
@valhassan valhassan changed the title FEATURE: Refactor GDL FEATURE: refactor geo-deep-learning Jul 29, 2024
@mpelchat04
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Related to #152

@mpelchat04
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Related to #300

@LucaRom LucaRom added this to the Refactoring - Base Repo milestone Oct 17, 2024
@LucaRom LucaRom added P1 High priority effort : 5 labels Oct 17, 2024
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Labels
effort : 5 enhancement New feature or request P1 High priority
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