Skip to content

Releases: yakhyo/uniface

release v0.1.2

20 Nov 08:52
Compare
Choose a tag to compare

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%