Brian M Hamlin darkblue-b
👁️
hkristen
/ tiled_inference_example.py
Created
January 4, 2026 09:01
TiledInferenceCallback example for TorchGeo PR #3214
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| """Example: TiledInferenceCallback for large-scale geospatial inference. | |
| This script demonstrates how to use TorchGeo's TiledInferenceCallback to run | |
| inference on large rasters that don't fit in memory. It handles: | |
| - Tiled processing with configurable patch size and overlap | |
| - Weighted blending at patch boundaries (cosine/linear) | |
| - Automatic geospatial metadata preservation | |
| - Chunked GeoTIFF output for large results | |
| Usage: |