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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Vydané v:	Processes Ročník 10; číslo 4; s. 701
Hlavní autori:	Lv, Ning, Xiao, Jian, Qiao, Yujing
Médium:	Journal Article
Jazyk:	English
Vydavateľské údaje:	Basel MDPI AG 01.04.2022
Predmet:	Algorithms Artificial intelligence Boxes Clustering Datasets Deep learning Defects Intersections Object recognition Semantics Surface defects Vision systems
ISSN:	2227-9717, 2227-9717
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