Research Article
Effective Face Detector Based on YOLOv5 and Superresolution Reconstruction
Table 5
Comparison of mAP using different face detection algorithms.
| | Face detection algorithms | Easy | Medium | Hard |
| | MTCNN | 85.1% | 82.0% | 62.9% | | CMS-RCNN | 90.2% | 87.4% | 64.3% | | HR | 92.5% | 91.0% | 81.9% | | S3FD | 93.7% | 92.5% | 85.9% | | TinaFace | 95.6% | 94.3% | 85.3% | | Ours | 96.3% | 94.9% | 88.2% |
|
|