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Pure-video visual SLAM and coverage mapping for endoscopic navigation. Builds a session map from the scope feed and marks explored vs unexplored regions. Python pipeline with optional ORB-SLAM3, evaluated on public colonoscopy/surgical datasets. Research code, not a medical device.