A PCB Electronic Components Detection Network Design Based on Effective Receptive Field Size and Anchor Size Matching

Table 5

Statistics of accuracy and complexity of four algorithms.

Model	mAP (%)	Params (M)	FLOPs (G)
Faster R-CNN (Resnet50)	24.63	43.435	742.473
SSD (VGG16, 512)	45.01	28.516	91.545
YOLOv3 (Darknet-53)	79.48	61.727	65.685
ERFAM-YOLOv3 (Darknet-11)	95.03	21.98	69.784