Solar Cell Surface Defect Detection Based on Improved YOLO v5

A solar cell defect detection method with an improved YOLO v5 algorithm is proposed for the characteristics of the complex solar cell image background, variable defect morphology, and large-scale differences. First, the deformable convolution is incorporated into the CSP module to achieve an adaptiv...

Full description

Bibliographic Details

Published in:	IEEE Access
Main Authors:	Meng Zhang, Liju Yin
Format:	Article
Language:	English
Published:	IEEE 2022-01-01
Subjects:	Deep learning YOLO v5 solar cell defect detection EL image
Online Access:	https://ieeexplore.ieee.org/document/9847242/