Student sleeping safety intelligent management method based on video behavior recognition
A security management and student technology, applied in the computer field, can solve the problems of high consumption of human resources, inability to determine whether the student is the person himself, inconvenient to enter the door for verification, etc.
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[0021] The technician chooses a dormitory in a particular school as an example of implementation. In this example, the installation location and selection of the camera must first be determined according to the actual situation of the dorm. According to field observations by technicians, the dormitory contains 2 entrances and exits, and high-definition cameras are selected for monitoring and avatar capture. Each exit requires two cameras to enter and exit. After the installation is completed, data protection is available.
[0022] The technicians connect the 4-channel camera data to the GPU server cluster, and deploy the face detection collection algorithm and the face recognition algorithm into the GPU server cluster to ensure the reliability of the image recognition algorithm. The GPU server first processes the accessed video. After detecting the face, it captures, collects and judges the quality of the face. The same person chooses a higher quality face and outputs it to the fa...
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