https://github.com/Fei-Wang/insightface

implementation of insightface by using Tensorflow
https://github.com/Fei-Wang/insightface

arcface insightface retinaface tensorflow

Last synced: 3 months ago
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implementation of insightface by using Tensorflow

• Host: GitHub
• URL: https://github.com/Fei-Wang/insightface
• Owner: Fei-Wang
• License: mit
• Archived: true
• Created: 2019-07-11T13:31:50.000Z (over 5 years ago)
• Default Branch: master
• Last Pushed: 2019-08-08T06:49:01.000Z (over 5 years ago)
• Last Synced: 2024-08-02T19:01:55.630Z (6 months ago)
• Topics: arcface, insightface, retinaface, tensorflow
• Language: Python
• Homepage:
• Size: 4.01 MB
• Stars: 104
• Watchers: 13
• Forks: 30
• Open Issues: 14
• Metadata Files:
  • Readme: README.md
  • License: LICENSE

Awesome Lists containing this project

• Awesome-Tensorflow2 - Fei-Wang/insightface

README

        
# Insightface-tf

### Intro

- This repositories is a reimplementation of Insightface([github](https://github.com/deepinsight/insightface))

- 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](https://github.com/Fei-Wang/insightface/tree/master/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)