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Face Detection based on Faster Pytorch Implementation of Faster R-CNN

Introduction

Add WIDER Face dataset to Faster-RCNN model to train a face detection

Setup

  1. Setup Faster RCNN following instruction on JWYang's implementation
  2. Download WIDER Face dataset and extract to data folder as below structure
    • data
      • WIDER2015
        • eval_tools
        • wider_face_split
        • WIDER_test
        • WIDER_train
        • WIDER_val

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A face detection base on faster-rcnn.pytorch

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  • Python 75.8%
  • C 12.5%
  • Cuda 10.4%
  • Other 1.3%