FIELD: personnel work monitoring systems.
SUBSTANCE: invention relates to systems for monitoring and regulating the work of personnel, in particular, monitoring the quality of work of mobile personnel when performing procedures for inspection, security, detours and diagnostics of objects and/or sections of the production area. The system of local positioning of people in the territory of closed and open type contains at least one video camera transmitting a video stream through the software pre-installed on the processor of the video stream processing server to the specified server, which contains a storyboard module configured to receive a video stream and simultaneously transmit the processed data to the data processing server into a module for constructing a heat map and a module for detecting patches-identifiers, made with the possibility of simultaneous data processing, while the module for constructing a heat map contains modules connected in series: a module for converting an image from color to black and white format of each frame, a module for reading frames n- 1 c n, configured to compare between previous frames with previous ones, an object detection module associated with the noise elimination module, which is configured to eliminate interference to build a thermal trace, and which ry is associated with the frame addition and difference coloring module; wherein the object detection module is configured to determine the moving object using the YOLOv5 machine learning model located on the data processing server; the identification patch detection module comprises an identification patch classification module that is associated with the specific object detection module; moreover, the specific object detection module is connected to the frame addition and difference coloring module through the "noise" elimination module; moreover, the patch classification module is associated with a specific object detection module that is associated with an information storage database that is located on a data processing server; a results merging module associated with the identification patch and heat map detection modules, the results from which are transmitted via a one-way communication path to the result output module in the user interface.
EFFECT: building an optimal route for a worker/staff due to real-time video analytics of data.
3 cl, 4 dwg
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Authors
Dates
2022-12-26—Published
2022-04-27—Filed