Siamese network for melanoma classification - 48515739#292

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MelMaillot wants to merge 15 commits intoshakes76:topic-recognitionfrom

MelMaillot:topic-recognition

Commits on Oct 28, 2025

Initial commit
MelMaillot
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Commits on Oct 29, 2025

Gemini prompt results for a Siamese network. This will be used as a base for my solution. Prompts and complete answers from Google's Gemini are included for completeness and transparency
MelMaillot
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Commits on Nov 3, 2025

Notebook that contains most of the code needed. Code is not functioning in current state (debugging and running happens on another machine, where repo needs to be cloned to be accessed). The code m…
MelMaillot
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Commits on Nov 5, 2025

Progress after some testing and experimenting: changed hard triplet mining to normal triplet loss (models didn't learn) - more complex embedding network (now a modified ResNet50) - simplified the c…
MelMaillot
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Commits on Nov 6, 2025

Commits on Nov 7, 2025