https://github.com/FeiGeChuanShu/ncnn_Android_MoveNet

Android MoveNet pose estimation by ncnn
https://github.com/FeiGeChuanShu/ncnn_Android_MoveNet

Last synced: 27 days ago
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Android MoveNet pose estimation by ncnn

• Host: GitHub
• URL: https://github.com/FeiGeChuanShu/ncnn_Android_MoveNet
• Owner: FeiGeChuanShu
• Created: 2021-09-25T08:59:19.000Z (over 3 years ago)
• Default Branch: main
• Last Pushed: 2024-05-08T16:50:20.000Z (11 months ago)
• Last Synced: 2024-08-01T05:13:16.380Z (9 months ago)
• Language: C++
• Size: 34.5 MB
• Stars: 122
• Watchers: 2
• Forks: 38
• Open Issues: 7
• Metadata Files:
  • Readme: README.md

Awesome Lists containing this project

• awesome-ncnn - ncnn_Android_MoveNet

README

        
# ncnn_Android_MoveNet

Android MoveNet single human pose estimation and multipose by ncnn

this project is a ncnn Android demo for MoveNet, it depends on ncnn library and opencv.  

https://github.com/Tencent/ncnn  

https://github.com/nihui/opencv-mobile

## model support:  

1.movenet-singlepose-lightningv4(from [tfhub](https://tfhub.dev/google/movenet/singlepose/lightning/4))    

2.movenet-singlepose-thunderv4(from [tfhub](https://tfhub.dev/google/movenet/singlepose/thunder/4))  

3.movenet-multipose-lightning(from [tfhub](https://tfhub.dev/google/movenet/multipose/lightning/1))  

## how to build and run

### step1

https://github.com/Tencent/ncnn/releases

* Download ncnn-YYYYMMDD-android-vulkan.zip or build ncnn for android yourself

* Extract ncnn-YYYYMMDD-android-vulkan.zip into **app/src/main/jni** and change the **ncnn_DIR** path to yours in **app/src/main/jni/CMakeLists.txt**

### step2

https://github.com/nihui/opencv-mobile

* Download opencv-mobile-XYZ-android.zip

* Extract opencv-mobile-XYZ-android.zip into **app/src/main/jni** and change the **OpenCV_DIR** path to yours in **app/src/main/jni/CMakeLists.txt**

### step3

* Open this project with Android Studio, build it and enjoy!

## result  

![](singlepose.gif)  

![](multipose.gif)  

## reference:  

https://github.com/nihui/ncnn-android-nanodet  

https://tfhub.dev/google/movenet/singlepose/lightning/4  

https://tfhub.dev/google/movenet/singlepose/thunder/4  

https://tfhub.dev/google/movenet/multipose/lightning/1