Deep learning-based automatic detection of multitype defects in photovoltaic modules and application in real production line

Zhao, Y; Zhan, K; Wang, Z; Shen, WZ

Shen, WZ (corresponding author), Shanghai Jiao Tong Univ, Dept Phys & Astron, Minist Educ, Inst Solar Energy, Shanghai 200240, Peoples R China.; Shen, WZ (corresponding author), Shanghai Jiao Tong Univ, Dept Phys & Astron, Minist Educ, Key Lab Artificial Struct & Quantum Control, Shanghai 200240, Peoples R China.

PROGRESS IN PHOTOVOLTAICS, 2021; 29 (4): 471

Abstract

Automatic defect detection in electroluminescence (EL) images of photovoltaic (PV) modules in production line remains as a challenge to replace time-c......

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