Prepare for Keypoints Detection

1. Prepare for Keypoints Detection
   1. Install OpenPose
   2. Install Yolov4+HRNet
   3. Install MediaPipe

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Install OpenPose

Linux:

git clone https://github.com/CMU-Perceptual-Computing-Lab/openpose.git --depth 1
cd openpose
git submodule update --init --recursive --remote
sudo apt install libopencv-dev
sudo apt install protobuf-compiler libgoogle-glog-dev
sudo apt install libboost-all-dev libhdf5-dev libatlas-base-dev
mkdir build
cd build
cmake .. -DBUILD_PYTHON=true
make -j8

Install Yolov4+HRNet

Download model weight of yolov4:

mkdir -p data/models
wget -c https://github.com/AlexeyAB/darknet/releases/download/darknet_yolo_v3_optimal/yolov4.weights
mv yolov4.weights data/models

Download pose_hrnet_w48_384x288.pth from (OneDrive)[https://1drv.ms/f/s!AhIXJn_J-blW231MH2krnmLq5kkQ]

Install MediaPipe