Research on Online Defect Detection Method of Solar Cell Component Based on Lightweight Convolutional Neural Network

Table 4

Performance comparison of different network models.

Network model	mAP (%)	Speed (fps)
SSD	97.52	12
YOLOv3	94.31	25
YOLOv3-Tiny	80.77	47
Improved network	87.55	40