ncnn_Android_human_segmentation
this project is a ncnn Android demo for RobustVideoMatting, it depends on ncnn library and opencv.
https://github.com/Tencent/ncnn
https://github.com/nihui/opencv-mobile
model support:
1.rvm_mobilenetv3 single frame(The actual performance may be poor)(from RobustVideoMatting)
2.TODO:rvm_mobilenetv3 with time series
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
reference:
https://github.com/nihui/ncnn-android-nanodet
https://github.com/PeterL1n/RobustVideoMatting