A real-time,high accuracy face detection
Yolov5-face
Yolov5-face is a real-time,high accuracy face detection.
Performance
Single Scale Inference on VGA resolution（max side is equal to 640 and scale).
Large family
| Method | Backbone | Easy | Medium | Hard | #Params(M) | #Flops(G) |
|---|---|---|---|---|---|---|
| DSFD (CVPR19) | ResNet152 | 94.29 | 91.47 | 71.39 | 120.06 | 259.55 |
| RetinaFace (CVPR20) | ResNet50 | 94.92 | 91.90 | 64.17 | 29.50 | 37.59 |
| HAMBox (CVPR20) | ResNet50 | 95.27 | 93.76 | 76.75 | 30.24 | 43.28 |
| TinaFace (Arxiv20) | ResNet50 | 95.61 | 94.25 | 81.43 | 37.98 | 172.95 |
| SCRFD-34GF(Arxiv21) | Bottleneck Res | 96.06 | 94.92 | 85.29 | 9.80 | 34.13 |
| SCRFD-10GF(Arxiv21) | Basic Res | 95.16 | 93.87 | 83.05 | 3.86 | 9.98 |
| – | – | – | – | – | – | – |
| YOLOv5s | CSPNet | 94.67 | 92.75 | 83.03 | 7.075 | 5.751 |
| YOLOv5s6 | CSPNet | 95.48 | 93.66 | 82.8 | 12.386 | 6.280 |
| YOLOv5m | CSPNet | 95.30 | 93.76 | 85.28 | 21.063 | 18.146 |
| YOLOv5m6 | CSPNet | 95.66 | 94.1 | 85.2 | 35.485 | 19.773 |
| YOLOv5l | CSPNet | 95.78 | 94.30 | 86.13 | 46.627 | 41.607 |
| YOLOv5l6 | CSPNet | 96.38 | 94.90 |