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All Projects → Fei-Wang → insightface

Fei-Wang / insightface

Licence: MIT license
implementation of insightface by using Tensorflow

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python
139335 projects - #7 most used programming language

Labels

tensorflowarcfaceinsightfaceretinaface

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Insightface-tf

Intro

  • This repositories is a reimplementation of Insightface(github)
  • Training code is included, you can use your own data to train models
  • We are trying to use new features and Hight Level APIs in TesnsorFlow, such as Keras, Eager Execution, tf.data and so on. The code can even run successful under TF2.0 with a little changes
  • The recognition(github-recognition) with tf-1.14 has been reimplemented and the RetinaFace-tf will be upload soon

TODO List

  • recognition
    • Backbones
      • ResNet_v1 [done]
    • Losses
      • Arcface loss [done]
      • Cosface loss [done]
      • Sphereface loss [done]
      • Triplet loss [done]
      • Center loss [done]
    • Training code [done]
    • Evaluate [done]
    • Freeze to pb model [todo]
  • RetinaFace [todo]

Running Environment

  • TensorFlow1.14
  • python 3.7
  • numpy, pyyaml, matplotlib (Anaconda 3 recommended)
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