Model test harness

Run a skin image through the fine-tuned MobileNetV2 pipeline: embed, out-of-distribution gate, then classify.

01Inputno image

Drop an image, or browse

JPG · PNG · WebP — 16 MB max

Opened as a local file — the model can't run. Start the server (python app.py) and open 127.0.0.1:5000.

02Outputidle

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Embed

MobileNetV2 → 1280-d feature vector

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OOD gate

cosine distance to 5 nearest training embeddings

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Classify

KNN verdict — withheld if out of distribution

awaiting input

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Confidence—