Future smoke alarms might use very different tech. Researchers have developed an AI-based system that uses machine learning to detect fire in video feeds. The tool can spot fire and smoke in footage from "any camera", says Prabodh Panindre at New York University – including CCTV, doorbell cameras and phone cameras.
-fflags +genpts+discardcorrupt+igndts \
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（三）多次殴打、伤害他人或者一次殴打、伤害多人的。