Deploy Deep Learning Model to Android

Easy pipeline to deploy deep learning on android, powered by :

Road Map

Image Classification

• [x] MobilenetV2
• [ ] ViT

  Object Detection

• [ ] YoloX

  Face Recogniton

• [x] MobileFaceNet + PocketNet
• [ ] ElasticFace
• [ ] ArcFace
• [x] MobileFaceNet + BlazeFace

  Semantic Segmentation

• [ ] Yolact

  Conversion Script from PyTorch to NCNN

• PocketNet
• MobileNet

  Demo

  BlazeFace + MobileFaceNet

  

  BlazeFace + PocketNet 128

  

  Reference

• https://github.com/FeiGeChuanShu/ncnn_Android_blazeface
• https://github.com/nihui/ncnn
• https://github.com/fdbtrs/PocketNet
• https://github.com/liguiyuan/mobilefacenet-ncnn
• https://github.com/nihui/opencv-mobile