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Feature: geo-inference integration

Open valhassan opened this issue 9 months ago • 0 comments

Is your feature request related to a problem? Please describe. I would like to integrate geo-inference python package which facilitates the use of self-contained portable models to complete extractions from geospatial imagery.

Describe the solution you'd like inference_segmentation module should fully support and use the geo-inference package.

Describe alternatives you've considered None.

Additional context (What problems does it solve?)

  • 2X inference speed-up with the use of batches, samplers and dataloaders.
  • Resolves inference bugs #537
  • Reduces boilerplate code in inference_segmentation module; easy testing and code maintainability.
  • Eliminates model architecture code with the use of TorchScript

valhassan avatar May 28 '24 21:05 valhassan