Dermoscopic skin lesion classifier. Research demo, not for clinical use.

Analyse a dermoscopic image

Upload a close-up image of a skin lesion. The model returns a probability distribution across seven diagnostic categories, along with a Grad-CAM heatmap showing which regions of the image drove the prediction.

Or try a sample

Real dermoscopic images from the ISIC Archive, three per class. Click one to classify it directly.

Actinic keratoses (akiec)

Basal cell carcinoma (bcc)

Benign keratosis-like lesions (bkl)

Dermatofibroma (df)

Melanoma (mel)

Melanocytic nevi (nv)

Vascular lesions (vasc)

Sample images: ISIC Archive, CC-BY-NC, MILK study team.