Faster Mobile Retinaface Versions Save

[CVPR 2020] Reimplementation of RetinaFace, faster and stronger.

v1.0

3 years ago

100% Python3 reimplementation of RetinaFace, a solid single-shot face localisation framework in CVPR 2020.

  • Replaced CUDA based anchor generator functions with NumPy APIs.
  • Stored runtime anchors via dict to avoid duplicate counting.
  • Optimized NMS algorithm through vector calculation methods.
  • Reduced FPN layers and anchor density for middle-close range detection.
  • Used low-level Mxnet APIs to speed up the inference process.