Research Article

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

Figure 9

ERFAM-YOLOv3 anchors allocation corresponding to the activation map and effective receptive field. (a) yolo_scale_3 (208 × 208) activation map (b) yolo_scale_3 (208 × 208) ERF (c) yolo_scale_2 (104 × 104) activation map (d) yolo_scale_2 (104 × 104) ERF (e) yolo_scale_1 (52 × 52) activation map (f) yolo_scale_1 (52 × 52) ERF.
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