A Decision Support System for Power Components Based on Improved YOLOv4-Tiny

Table 4

The performance of the trained model with the default anchor and the re-clustered anchors.

Method	AvgFPS	mAP
YOLOv4-tiny (default anchors)	218	0.6511
YOLOv4-tiny (resetting anchors)	212	0.5532
Proposed method (default anchors)	248	0.6401
Proposed method (resetting anchors)	241	0.5394

Bold value indicates our model is 13% faster than the YOLOv4-tiny.