Production line data processing method and device, computer equipment and storage medium

Abstract

The invention relates to a production line management method and device, a production line data processing method and device, computer equipment and a storage medium. The method comprises the following steps of: detecting a to-be-detected image containing a to-be-detected target through the trained target detection model; obtaining a corresponding to-be-detected target; a to-be-detected image is segmented to obtain a face image of a to-be-detected target; extracting human face features of the human face image through a trained human face recognition model, determining recognition results corresponding to the to-be-detected targets according to the human face features, and determining work evaluation results corresponding to the to-be-detected targets according to the to-be-detected targetsand the corresponding recognition results. Workers on the production line are detected through the target detection model; the face of the worker is recognized to determine the worker, the work of the worker is evaluated according to the detection result and the recognition result, the evaluation result of each worker is obtained, and the work evaluation result of the worker is automatically managed, so that the management efficiency of the production line is improved.

Description

technical field [0001] The present application relates to the field of computer vision, and in particular to a production line management method, production line data processing method, device, computer equipment and storage medium. Background technique [0002] With the development of computer technology, the continuous improvement of computer vision technology, machine learning, deep learning and hardware computing speed makes it possible for computer vision technology to be applied to various fields. In the production workshop, a large number of staff are required to produce equipment, and effective management of personnel can improve product production efficiency and product quality. At present, the management of the production workshop is basically that the managers evaluate the work of each employee, resulting in low management efficiency. Contents of the invention [0003] In order to solve the above technical problems, the present application provides a production...

AI Technical Summary

Problems solved by technology

At present, the management of the production workshop is basically that the managers evaluate the work of each employee, resulting in low management efficiency.

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