Openpose Python

Unofficial pre-built OpenPose packages with cuda for Python.

This package only test on windows 10 with python 3.6

Installaion

Prerequisites:

• Python 3.5+
• Numpy
• OpenCV
• Windows x64
• Nvidia GPU

Installaion:

• Python library
  1. Download whl file from release page
  2. Run pip install WHL_FILE_NAME to install
• Openpose models
  1. Clone OpenPose
  2. Run ./models/getModels.bat to download models

Usage

This code is based on OpenPose python tutorial 01

# From Python# It requires OpenCV installed for Pythonimportsysimportcv2importpyopenposeasop# Custom Params (refer to include/openpose/flags.hpp for more parameters)params=dict()
params["model_folder"] ="YOUR_MODELS_PATH"try:
# Starting OpenPoseopWrapper=op.WrapperPython()
opWrapper.configure(params)
opWrapper.start()
datum=op.Datum()
imageToProcess=cv2.imread('YOUR_IMAGE_PATH')
datum.cvInputData=imageToProcessopWrapper.emplaceAndPop([datum])
print("Body keypoints: \n"+str(datum.poseKeypoints))
cv2.imshow("OpenPose 1.5.1 - Tutorial Python API", datum.cvOutputData)
cv2.waitKey(0)
exceptExceptionase:
print(e)
sys.exit(-1)

More detailed information can be find in OpenPose Official Repository

Todo

• Support other OS (linux, mac)
• Support OpenCL and CPU version
• Create lite version(without dll) and upload to pypi