Apppublic

unixio/skin-lesion-segmentation

sourceHugging Facemitupdated 3mo agoView on Hugging Face

0likes

App README

🩺 Skin Lesion Segmentation

Deep-learning segmentation of skin lesions with U-Net, Attention U-Net, and U-Net++, trained on the ISIC-2018 dataset. Upload a skin/dermoscopy image to see the predicted lesion mask, an overlay, and a Grad-CAM explanation.

Model	Test Dice	IoU	HD95
U-Net (ResNet34)	0.906	0.829	12.46
U-Net++ (ResNet34)	0.905	0.829	12.80
Attention U-Net	0.882	0.792	16.71

Checkpoints are pulled at runtime from unixio/unet-skin-lesion-segmentation.

⚠️ Research/education prototype. Not a medical device.

Code: github.com/BertinAm/unet-skin-lesion-segmentation