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waste-sorting-classifier / app.js

Commit History

18 days ago

  1. Calibrated probabilities (temperature 0.74)

    VladZpp
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    d199d2b

  2. Version 4: trained on TrashNet + RealWaste (real waste); Mahalanobis familiarity check; real-waste examples

    VladZpp
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    2317532

19 days ago

  1. Photo hint for unfamiliar photos

    VladZpp
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    46fa861

  2. Familiarity check: photos unlike the training photos are flagged instead of labelled

    VladZpp
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    d6fd768

  3. libjpeg-turbo 3 decoder, Pillow-exact EXIF/PNG/WebP handling, bounded inflate, preview from decoded pixels

    VladZpp
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    fe4e4c5

  4. Decode images in the page (WebAssembly libjpeg-turbo/libwebp, own PNG decoder): identical results in every browser; review fixes

    VladZpp
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    de944bf

  5. Model v2 (leak-free split, 94.3% test accuracy), self-hosted ONNX Runtime Web, EXIF and input fixes

    VladZpp
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    f6412c7

  6. In-browser waste sorting demo (EfficientNet-B0, ONNX Runtime Web), from GitHub 0a1905a

    VladZpp
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    6db9857