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AI-powered hieroglyph detection and digital paleography system using Detectron2. Trained on the ancient Egyptian Papyrus of Nu (spell 145) with 2,431 manually annotated signs using CVAT across 177 Gardiner classes. Features web interface and batch processing tools for Egyptological research.