18 days ago
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Calibrated probabilities (temperature 0.74)
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Match Pillow 13 on tall photos and damaged metadata
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EXIF rules of Pillow 13
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Allow Hugging Face's CDN for redirected example photos
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Version 4: trained on TrashNet + RealWaste (real waste); Mahalanobis familiarity check; real-waste examples
19 days ago
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Photo hint for unfamiliar photos
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Familiarity check: photos unlike the training photos are flagged instead of labelled
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libjpeg-turbo 3 decoder, Pillow-exact EXIF/PNG/WebP handling, bounded inflate, preview from decoded pixels
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Bound PNG metadata decompression like Pillow
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Decode images in the page (WebAssembly libjpeg-turbo/libwebp, own PNG decoder): identical results in every browser; review fixes
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Allow Hugging Face's CDN for the redirected model and runtime downloads
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Model v2 (leak-free split, 94.3% test accuracy), self-hosted ONNX Runtime Web, EXIF and input fixes
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In-browser waste sorting demo (EfficientNet-B0, ONNX Runtime Web), from GitHub 0a1905a
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initial commit
