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

Figure 10

Comparisons of object detection results between the four algorithms. (a) Original image of Arty_Bottom. (b) Faster R-CNN object detection effect of Arty_Bottom. (c) SSD object detection effect of Arty_Bottom. (d) YOLOv3 object detection effect of Arty_Bottom. (e) ERFAM-YOLOv3 object detection effect of Arty_Bottom. (f) Original image of Zybo. (g) Faster R-CNN object detection effect of Zybo. (h) SSD object detection effect of Zybo. (i) YOLOv3 object detection effect of Zybo. (j) ERFAM-YOLOv3 object detection effect of Zybo.

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