Research Article
Lightweight Security Wear Detection Method Based on YOLOv5
Table 6
Comparison of different algorithms on PASCAL VOC dataset.
| Algorithms | Input size | mAP/% |
| MobileNet-SSD | | 68.0 | faster-RCNN | | 70.0 | YOLOv5s | | 81.6 | DW-YOLO | | 77.8 | DW-YOLO-attention | 640 × 640 | 77.5 |
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