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Face feature extract, based on insightface & facenet, implemented in tensorflow c api

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adamydwang/tf-insightface

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Introduction

Feature

  • v1
    • in support of insightface model
  • v2
    • in support of insightface & facenet model
    • add face alignment with higher accuracy, mtcnn output can be linked to tf-insightface directory.

How to build it

  • cd thirdparty
  • wget https://github.com/opencv/opencv/archive/2.4.13.5.zip
  • bash opencv.sh
  • cd ..
  • mkdir build
  • cd build
  • cmake ..
  • make

How to run it

  • put tf model in models directory
  • ./bin/demo

Performance

Compared with python verison tf-insightface consuming 118ms, c++ version tf-insightface consumes 87ms, 30ms less on my 8 core cpu machine.

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Face feature extract, based on insightface & facenet, implemented in tensorflow c api

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