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Computer Vision at Sea
Camera perception for vessels — ship, buoy, small-craft and navigation-light detection, YOLO and Vision Transformers, night and degraded-visibility operation, and radar-camera fusion. — 10 evidence-graded features.
Computer vision for autonomous ships: the lookout problemPerception · 2026-10YOLO for maritime object detection: benchmark vs bridgePerception · 2026-10Vision Transformers for ship detection: global context, scarce dataPerception · 2026-10AI navigation-light recognition: the night-watch COLREGS problemPerception · 2026-10AI buoy detection: the small object that matters where the water narrowsPerception · 2026-10AI detection of small vessels: the rare-class problemPerception · 2026-10AI detection in fog and darkness: the vision stack's hardest testPerception · 2026-10AI night-time maritime vision: the half of the voyage the light doesn't coverPerception · 2026-10AI visual COLREGS interpretation: reading the rules from the pixelsPerception · 2026-10Radar + camera fusion: the sensor pair that covers each other's blindnessPerception · 2026-10
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The same sea-route data powers the free calculators.