Based on human key points from videos or images, including nose, left and right elbows, left and right sides of arms, left and right eyes, left and right ears, neck, left and right ankles, etc., a deep learning algorithm based on AI neural networks is used to structure the main active skeletal structure of the human body. By analyzing the trajectory of human limb movements, various human actions and behaviors are defined. When the camera captures abnormal behavior, an immediate alert is triggered.
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