Research Article
Research on Camouflaged Human Target Detection Based on Deep Learning
Table 4
Detection performance of different models.
| Module | mAP/% | FPS | Size/MB |
| RetinaNet | 81.4 | 6.4 | 138 | YOLOX | 88.7 | 13.4 | 34.3 | YOLOv5s | 90.3 | 125 | 14.4 | YOLOv5m | 92.6 | 45.5 | 40.4 | YOLOv5l | 93.4 | 43.5 | 93.7 | MC-YOLOv5s | 94 | 93.8 | 33.1 |
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