Models after fixing the issues with CG index, slope, and substrate
Browse files- README.md +1 -1
- model.pth +2 -2
- modelS2Only.pth +2 -2
README.md
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@@ -31,7 +31,7 @@ SKeMa is a Python-based tool for semantic segmentation of kelp in Sentinel-2 sat
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- **Framework**: PyTorch, Segmentation Models PyTorch (SMP) library.
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- **Encoder**: MaxViT-Tiny-512.
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- **Decoder**: UNet.
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- **Input Channels**:
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- **Model Types**:
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- `model_full`: Uses all 13 channels, including substrate, bathymetry, and slope (optimized for BC coast).
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- `model_s2bandsandindices_only`: Uses Sentinel-2 bands and indices only (no bathymetry/substrate/slope).
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- **Framework**: PyTorch, Segmentation Models PyTorch (SMP) library.
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- **Encoder**: MaxViT-Tiny-512.
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- **Decoder**: UNet.
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- **Input Channels**: 13 (Sentinel-2 bands B2, B3, B4, B8, B5; substrate; bathymetry; slope; spectral indices with the order NDVI; NDWI; GNDVI; ClI; NDVIRE).
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- **Model Types**:
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- `model_full`: Uses all 13 channels, including substrate, bathymetry, and slope (optimized for BC coast).
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- `model_s2bandsandindices_only`: Uses Sentinel-2 bands and indices only (no bathymetry/substrate/slope).
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model.pth
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version https://git-lfs.github.com/spec/v1
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version https://git-lfs.github.com/spec/v1
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size 134207976
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modelS2Only.pth
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version https://git-lfs.github.com/spec/v1
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size 134201064
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