DERM12345 · RESEARCH PROTOTYPE

Dermoscopic lesion classification

ResNet50 + MobileNetV3-Large · seed 3407 · weighted late-logit fusion

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Input image

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Fused prediction

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Branch outputs

z_F = 0.41 z_R + 0.59 z_M

ResNet50 · seed 3407 — —

MobileNetV3-Large · seed 3407 — —

Fusion calibration T = 2.885959 fitted on DERM12345 validation logits

Technical details

Input224 × 224 RGB

NormalizationImageNet

RuntimeONNX Runtime Web / WASM

Outputs7 classes

Self-testPending

Last inference—