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UC San Diego Pedestrian Detection System – Video
They’ve crafted a pedestrian detection algorithm that’s much quicker and more accurate than existing systems. It can spot people at a rate of 2-4 frames per second, or roughly as well as humans can, while making half as many mistakes as existing systems. That could make the difference between a graceful stop and sudden, scary braking.