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geonusaf-tcsegformer-block-fold1-no_cldice
sugam24/geonusaf-tcsegformer-block-fold1-no_cldice
geonusaf-tcsegformer-block-fold1-no_cldice is a machine learning model from sugam24. Use it for the machine learning task on the model card, and read the license before you ship it in a product.
Kathmandu Valley land-use segmentation, 6 classes, ignoreindex=255, 512x512 @ 0.586 m/px.
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Public
Updated Aug 23, 2026
Repo size
4 GB
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At a glance
- Access
- Public
- Created
- Aug 23, 2026
- Updated
- Aug 23, 2026
- SHA
- b3967181
Model card
From the Hugging Face model README
GeoNUSAF TC-SegFormer (no_cldice) -- block split, fold 1
Kathmandu Valley land-use segmentation, 6 classes, ignore_index=255, 512x512 @ 0.586 m/px.
| backbone | nvidia/segformer-b0-finetuned-ade-512-512 |
| split mode | block (sequence-block CV, export-order proxy) |
| fold | 1 of 3 |
| ablation | no_cldice |
| seed | 42 |
| best epoch | 110 |
| detail path | True |
| CSA reweighting | True (tau=[0.6, 0.35, 0.35, 0.6, 0.6, 0.6], w_min=0.25) |
| soft-clDice | False (mu=0.3) |
| balanced sampler | True |
Validation
mIoU 0.5522 | mF1 0.6944 | OA 0.8260 | kappa 0.6896
| class | IoU | UA (prec) | PA (rec) |
|---|---|---|---|
| Residential | 0.8435 | 0.9448 | 0.8872 |
| Road | 0.4223 | 0.4794 | 0.7800 |
| River | 0.4644 | 0.6357 | 0.6329 |
| Forest | 0.6958 | 0.9097 | 0.7474 |
| UnusedLand | 0.3027 | 0.5535 | 0.4005 |
| Agricultural | 0.5846 | 0.6313 | 0.8877 |
- Created
- Aug 23, 2026
- Updated
- Aug 23, 2026