Vehicle part defect detection method and system and electronic equipment

Abstract

The invention provides a vehicle part defect detection method and system and electronic equipment, relates to the technical field of image processing and deep learning, and improves the simplicity and efficiency of second-hand vehicle information acquisition through automatic vehicle part recognition. The method comprises the steps of performing vehicle body segmentation and recognition on a target vehicle body image, and obtaining a segmented and recognized vehicle body picture; according to the segmented and identified vehicle body picture, identifying and extracting each part of the vehicle body, and obtaining an identified and extracted part picture; performing flaw detection on the part picture to obtain flaw classification attributes; and according to the defect classification attributes, forming a vehicle body multi-level attribute model, and based on the vehicle body multi-level attribute model, labeling part defect information in the target vehicle body three-dimensional model. The vehicle part defect detection system is applied to the vehicle part defect detection method. The vehicle part defect detection method is applied to the electronic equipment.

Description

technical field [0001] The present invention relates to the technical fields of image processing and deep learning, and more specifically, to a vehicle component defect detection method, system, electronic equipment and computer-readable storage medium. Background technique [0002] Along with the development of science and technology and the raising of people's economic ability, automobile is more and more subject to people's favor. During the use of the car, various failures may occur, resulting in different degrees of defects in the car. [0003] Existing auto defect analysis services can only conduct overall detection including the car body and damage, and cannot specifically locate the damage of a specific component. There is no identification system for the multi-level attributes of specific auto parts, so the used car Information collection is not precise enough. Contents of the invention [0004] In order to solve the above technical problems, the present inventi...

AI Technical Summary

Problems solved by technology

During the use of the car, various failures may occur, resulting in different degrees of defects in the car

[0003] Existing auto defect analysis services can only conduct overall detection including the car body and damage, and cannot specifically locate the damage of a specific component. There is no identification system for the multi-level attributes of specific auto parts, so the used car Information collection is not accurate enough

Images