Violence detection method and device based on neural network, equipment and medium

Abstract

The invention discloses a violence detection method and device based on a neural network, equipment and a medium, and the method comprises the steps: transmitting a to-be-detected video to a violencedetection model pre-deployed on a cloud platform, and determining a safety level; judging whether the to-be-detected video is a violent event or not according to the security level; and if determiningthat the to-be-detected video contains the violent event, sending out corresponding warning information according to the security level. According to the violence detection model provided by the embodiment of the invention, violence detection can be provided and the security level can be determined by deploying the model to the cloud platform, so that monitoring personnel can be notified conveniently, violence events can be solved quickly, and social stability is facilitated. Besides, in order to better carry out violence detection, the video is used as input data, namely, the video is detected instead of aiming at pictures, so that the sequence information of the video can be better utilized, and the accuracy of the violence detection model can be greatly improved.

Description

technical field [0001] The present application relates to the field of computer technology, in particular to a neural network-based violence detection method, device, equipment and medium. Background technique [0002] In public places, violence may pose a great threat to people's lives and property safety, and is an important factor that undermines social stability and harmony. Due to the widespread deployment of surveillance cameras in recent years, it has become possible to achieve violence detection by using computer vision techniques to capture, recognize, and analyze video streams from surveillance cameras. However, the existing violence detection methods have the problem of low accuracy. Contents of the invention [0003] In view of this, the embodiments of the present application provide a neural network-based violence detection method, device, equipment, and medium, which are used to solve the problem of low accuracy in existing violence detection methods. [00...

AI Technical Summary

Problems solved by technology

[0003] In view of this, the embodiment of the present application provides a neural network-based violence detection method, device, equipment, and medium to solve the problem of low accuracy in existing violence detection methods

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