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v1.0 Inference Framework Release

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@1996scarlet 1996scarlet released this 25 Oct 06:22
· 4 commits to master since this release

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.