Table 2.
mAP and speed comparison.
| Method | mAP (%) | Speed (fps) |
|---|---|---|
| Faster RCNN | 76.4 | 5.0 |
| SSD | 74.3 | 46.0 |
| DSSD 321 | 78.6 | 9.5 |
| STDN | 78.1 | 40.3 |
| YOLO | 63.4 | 45.0 |
| YOLOv2 | 76.8 | 67.0 |
| YOLOv3 | 79.3 | 37.9 |
| DC-SPP-YOLO | 78.4 | 55.7 |
| YOLOv3(DC)+SPP | 79.7 | 37.0 |
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