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retinaface_detectron2's Introduction

RetinaFace in PyTorch

A PyTorch implementation of RetinaFace: Single-stage Dense Face Localisation in the Wild. The official code in Mxnet can be found here.

Old version canbe found at v1.0

WiderFace Val Performance in single scale When using ResNet50 as backbone net.

Style easy medium hard
Ours (Original Scale) 94.14% 92.71% 81.13%

Dependencies

  • pytorch >= 1.4.0
  • torchvision >= 0.4.0
  • python >= 3.6

Installation

pip install -e .

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retinaface_detectron2's Issues

win and just cpu ok?

I am trying this code in windows for cpu.
python setup.py build develop (from make.sh)
then get this error:
NotImplementedError: Cuda is not availabel
what should I do? THX

Torchscript version

Right now it is not possible to trace the model because of its reliance on _DCNv2.

RuntimeError:
Could not export Python function call '_DCNv2'. Remove calls to Python functions before export. Did you forget add @script or @script_method annotation? If this is a nn.ModuleList, add it to constants:

DCN in SSH modules

Hi, is the improvement of test results on widerface due to deformable convolution in SSH modules?

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