PoseEstimation C++ Demo

Achieve relative code about caffe pose estimation model by c++

Basic Processes

- class initiation(caffe model load)
- image read 
- pose estimation 
    - preprocess 
    - model inference 
    - postprecess 
- pose render  
- image display 
- video display

demo

make

cd build
cmake -DCMAKE_BUILD_TYPE=Debug ..
make
./pose_estimation model_file.prototxt trained_model.caffemodel /path/to/img.png

speed

• model inference time: 10ms
• total time: 18ms(include preprocess and postprecess)

caffe(with depthwise conv)

Caffe_DIR="/ssd2/xyliu/projects/caffe/build/install/share/Caffe"

user mode

export LD_LIBRARY_PATH="/ssd2/xyliu/projects/caffe/build/install/lib/":$LD_LIBRARY_PATH

doc

doc/caffe_depthconv.md