Violent behavior monitoring method
A behavioral and violent technology, applied in the field of violent behavior monitoring and security protection, can solve problems such as work fatigue, unsatisfactory monitoring accuracy and efficiency, and lack of data analysis functions in the monitoring system, and achieve the effect of reducing the time consumed
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[0109] First Embodiment: Violent Behavior Monitoring Method
[0110] Specific details in the embodiments of the present invention are described in detail below.
[0111] Pre-training before system deployment
[0112] Collect 200 training samples (200 (R,E) combinations), of which 100 normal samples are marked as 0, and 100 abnormal samples are marked as 1.
[0113] Use it to train a resource allocation neural network (resources allocating network, RAN), and get the factory model settings.
[0114] Online learning in use
[0115]During use, the system collects the R and E of each frame of image, and inputs it into the fusion model, and outputs a scalar P between [0,1], which can be used as a violent behavior index, that is, it can be regarded as the system Determine the probability of violent behavior in the frame image,
[0116] If the above violent behavior index, that is, the P value is greater than 0.5, the system will send out an alarm and send the current image to the...
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