Object Detection Algorithm for Surface Defects Based on a Novel YOLOv3 Model

The surface defects of industrial structural parts have the characteristics of a large-scale span and many small objects, so a novel YOLOv3 model, the YOLOv3-ALL algorithm, is proposed in this paper to solve the problem of precise defect detection. The K-means++ algorithm is combined with the inters...

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Bibliographic Details

Published in:	Processes Vol. 10; no. 4; p. 701
Main Authors:	Lv, Ning, Xiao, Jian, Qiao, Yujing
Format:	Journal Article
Language:	English
Published:	Basel MDPI AG 01.04.2022
Subjects:	Algorithms Artificial intelligence Boxes Clustering Datasets Deep learning Defects Intersections Object recognition Semantics Surface defects Vision systems
ISSN:	2227-9717, 2227-9717
Online Access:	Get full text
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