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UNet-CXR-ChestXDet
shaafsalman/UNet-CXR-ChestXDet
UNet-CXR-ChestXDet is a machine learning model from shaafsalman. Use it for the machine learning task on the model card, and read the license before you ship it in a product. The card lists the license as apache-2.0.
13-class CXR segmentation baseline. 40 epochs, meandice=0.3091. Likely degenerate on small val set.
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Updated Apr 22, 2026
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At a glance
- License
- apache-2.0
- Access
- Public
- Created
- Apr 22, 2026
- Updated
- Apr 22, 2026
- SHA
- 3315606f
Datasets
Model card
From the Hugging Face model README
ChestX-Det Segmentation — UNet + EfficientNet-B4
13-class CXR segmentation baseline. 40 epochs, mean_dice=0.3091.
| Class | Dice | Class | Dice |
|---|---|---|---|
| Atelectasis | 0.34 | Fibrosis | 0.14 |
| Calcification | 0.12 | Fracture | 0.37 |
| Cardiomegaly | 0.05 | Mass | 1.00* |
| Consolidation | 0.03 | Nodule | 0.06 |
| Diffuse Nodule | 0.05 | Pleural Thickening | 0.00 |
| Effusion | 0.02 | Pneumothorax | 1.00* |
| Emphysema | 0.06 | ||
| *Likely degenerate on small val set. |
- License
- apache-2.0
- Created
- Apr 22, 2026
- Updated
- Apr 22, 2026