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geonusaf-tcsegformer-random-fold0
sugam24/geonusaf-tcsegformer-random-fold0
geonusaf-tcsegformer-random-fold0 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 21, 2026
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3.5 GB
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At a glance
- Access
- Public
- Created
- Aug 21, 2026
- Updated
- Aug 21, 2026
- SHA
- 26f26b11
Model card
From the Hugging Face model README
GeoNUSAF TC-SegFormer -- random split, fold 0
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 | random (sequence-block CV, export-order proxy) |
| fold | 0 of 3 |
| seed | 42 |
| best epoch | 119 |
| 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 | True (mu=0.3) |
| balanced sampler | True |
Validation
mIoU 0.5525 | mF1 0.7012 | OA 0.7935 | kappa 0.6922
| class | IoU | UA (prec) | PA (rec) |
|---|---|---|---|
| Residential | 0.8093 | 0.9216 | 0.8692 |
| Road | 0.4432 | 0.5260 | 0.7380 |
| River | 0.4537 | 0.6009 | 0.6494 |
| Forest | 0.6628 | 0.7934 | 0.8011 |
| UnusedLand | 0.3947 | 0.5449 | 0.5889 |
| Agricultural | 0.5512 | 0.6912 | 0.7313 |
- Created
- Aug 21, 2026
- Updated
- Aug 21, 2026