Detection Method of Brakes Error-proof Assembly based on YOLOv5s Algorithm
Aimed at the problems such as the confusion and the risk of mis-assembly of brake parts assembly,it was de-signed that a brake error-proof mis-assembly detection method based on YOLOv5 algorithm.In the assembly process of brake parts,the assembly picture was monitored by the camera,the video frame picture was extracted and was sent to the detection system,and the parts in the picture were identified by the YOLOv5s algorithm,so the categories of assembled parts were detected in real time.The detection information was stored and whether the assembly process was right or not was determined.According to the experimental results of the production line,the detection system could effectively detect the assembly sequence of parts,detect the problem of wrong assembly and missing assembly,which played a role of preven-ting wrong assembly,and reduced the assembly error rate.
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