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Use tensorflow Lite on Android platform, integrated face detection (MTCNN), face anti spoofing (ECCV2018-FaceDeSpoofing) and face comparison (MobileFaceNet use InsightFace loss)

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xiaooquanwu/Android-MobileFaceNet-MTCNN-FaceDeSpoofing

 
 

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MobileFaceNet-Android

Use tensorflow Lite on Android platform, integrated face detection (MTCNN), face anti spoofing (ECCV2018-FaceDeSpoofing) and face comparison (MobileFaceNet uses InsightFace loss).

https://github.com/davidsandberg/facenet
Use the MTCNN here to convert .tflite, so that you can adapt to any shape.

https://github.com/jiangxiluning/facenet_mtcnn_to_mobile
Here's how to convert .tflite.

https://github.com/yaojieliu/ECCV2018-FaceDeSpoofing
Face Anti-spoofing.

https://github.com/sirius-ai/MobileFaceNet_TF
Use this model for face comparison on mobile phones because it is very small.

USING

After putting .tflite in your assets directory, remember to add this code to your gradle:
aaptOptions {
noCompress "tflite"
}

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Use tensorflow Lite on Android platform, integrated face detection (MTCNN), face anti spoofing (ECCV2018-FaceDeSpoofing) and face comparison (MobileFaceNet use InsightFace loss)

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