Research Article
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 |
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