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Simple working example of pytorch model deployed on android device using ncnn

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kikirizki/pytorch_to_android-ncnn

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face_recognition_system_android_kotlin
face_recognition_system_android_kotlin
 
 
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images
 
 
mobilenet_android_java
mobilenet_android_java
 
 
pytorch2ncnn
pytorch2ncnn
 
 
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Deploy Deep Learning Model to Android

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

Road Map

Image Classification

  • MobilenetV2
  • ViT

Object Detection

  • YoloX

Face Recogniton

  • MobileFaceNet + PocketNet
  • ElasticFace
  • ArcFace
  • MobileFaceNet + BlazeFace

Semantic Segmentation

  • Yolact

Conversion Script from PyTorch to NCNN

  • PocketNet Pytorch
  • MobileNet Pytorch

Demo

BlazeFace + MobileFaceNet

BlazeFace + PocketNet 128

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Simple working example of pytorch model deployed on android device using ncnn

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android kotlin java deep-learning pytorch face facerecognition facedetection ncnn

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