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| Stage | Backbone | Dataset | Metric |
|---|---|---|---|
| Segmentation | U‑Net (ResNet‑50 encoder) | SpaceNet v2 | IoU 0.766 |
| Damage CLS | ViT‑B/16 | xBD | Acc 0.856 |
1from solars import load_seg_model, load_dmg_model
2mask = load_seg_model().predict("image.tif")
3labels = load_dmg_model().predict_patches("image.tif", mask)| Task | Score |
|---|---|
| IoU | 0.766 |
| Acc | 0.856 |
1@unpublished{topaloglu2025solars,
2 author = {Tuğcan Topaloğlu},
3 title = {{SolarScanner}: Two‑Stage Deep Learning for Post‑Disaster Building Damage Assessment},
4 year = {2025}
5}