Releases: yakhyo/uniface
Releases · yakhyo/uniface
release v0.1.2
UniFace: A Comprehensive Library for Face Detection, Recognition, Landmark Analysis, Age, and Gender Detection
Features
- High-speed face detection using ONNX models (Added: 2024-11-20).
- Accurate facial landmark localization (e.g., eyes, nose, and mouth) (Added: 2024-11-20).
- Easy-to-use API for inference and visualization (Added: 2024-11-20).
Evaluation results of available models on WiderFace
RetinaFace Models | Easy | Medium | Hard |
---|---|---|---|
retinaface_mnet025 | 88.48% | 87.02% | 80.61% |
retinaface_mnet050 | 89.42% | 87.97% | 82.40% |
retinaface_mnet_v1 | 90.59% | 89.14% | 84.13% |
retinaface_mnet_v2 | 91.70% | 91.03% | 86.60% |
retinaface_r18 | 92.50% | 91.02% | 86.63% |
retinaface_r34 | 94.16% | 93.12% | 88.90% |