geo-deep-learning
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Feature: geo-inference integration
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