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CPU only PVANet: Lightweight Deep Neural Networks for Real-time Object Detection

Installation

  • Clone the Faster R-CNN repository
Make sure to clone with --recursive
`git clone --recursive https://github.com/sasadep/pva-faster-rcnn.git`
  • clone CPU only configurations settings

     git clone -b cpu_only https://github.com/sasadep/pva-faster-rcnn.git cpu_pva
  • copy the changed configuration files to the original pva-faster-rcnn directory

     cp -R cpu_pva/* pva-faster-rcnn/
  • follow same Installation procedure from step 2 in pva-faster-rcnn

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Demo code for PVANet on CPU only branch

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  • Python 88.8%
  • C 4.1%
  • Shell 4.0%
  • Cuda 2.2%
  • MATLAB 0.8%
  • C++ 0.1%