An operator on duty violation behavior detection method and system
A technology of on-duty personnel and detection methods, applied in the field of intelligent video analysis, can solve the problems of low efficiency of detection methods, low recognition accuracy, and high cost, and achieve the effects of detection guarantee, accuracy improvement, and real-time and accurate monitoring
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Embodiment 1
[0050] A specific embodiment of the present invention discloses a method for detecting violations of the duty personnel, such as figure 1 shown, including the following steps:
[0051] Step S1, building a target detection network model, and using the data set for training to obtain a trained target detection network model;
[0052] Step S2: Obtain multiple channels of video from different angles of the same scene in real time, use the above-mentioned trained target detection network model and target tracking algorithm to perform multi-target detection and tracking on each of the above-mentioned videos, and obtain the personnel in each channel of video information;
[0053] Step S3 , according to the personnel matching relationship among the multiple videos, integrate and process the personnel information in each channel of video obtained above; and judge whether the behavior of the personnel on duty is abnormal according to the integrated data.
[0054] Compared with the pri...
Embodiment 2
[0105] Disclosed is a system for detecting irregularities of personnel on duty, including:
[0106] The target detection network model construction and training module is used to construct the target detection network model and use the data set for training to obtain the trained target detection network model;
[0107] The target detection unit module is used to obtain multi-channel videos from different angles of the same scene in real time, and use the above-mentioned trained target detection network model and target tracking algorithm to perform multi-target detection and tracking on each of the above-mentioned videos respectively, and obtain each channel Personal information in the video;
[0108] The abnormal behavior judgment module is used to integrate and process the personnel information in each channel of video obtained in the target detection unit module according to the personnel matching relationship between multiple channels of video; and judge whether the behavi...
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