text: # From Python
  # It requires OpenCV installed for Python
  import sys
  import cv2
  import os
  from sys import platform
  import argparse
  import time
  
  # Import Openpose (Windows/Ubuntu/OSX)
  dir_path = os.path.dirname(os.path.realpath(__file__))
  try:
      # Windows Import
      if platform == "win32":
          # Change these variables to point to the correct folder (Release/x64 etc.)
          sys.path.append(dir_path + '/../../python/openpose/Release');
          os.environ['PATH']  = os.environ['PATH'] + ';' + dir_path + '/../../x64/Release;' +  dir_path + '/../../bin;'
          import pyopenpose as op
      else:
          # Change these variables to point to the correct folder (Release/x64 etc.)
          sys.path.append('../../python');
          # If you run `make install` (default path is `/usr/local/python` for Ubuntu), you can also access the OpenPose/python module from there. This will install OpenPose and the python library at your desired installation path. Ensure that this is in your python path in order to use it.
          # sys.path.append('/usr/local/python')
          from openpose import pyopenpose as op
  except ImportError as e:
      print('Error: OpenPose library could not be found. Did you enable `BUILD_PYTHON` in CMake and have this Python script in the right folder?')
      raise e
  
  # Flags
  parser = argparse.ArgumentParser()
  parser.add_argument("--image_path", default="../../../examples/media/COCO_val2014_000000000241.jpg", help="Process an image. Read all standard formats (jpg, png, bmp, etc.).")
  args = parser.parse_known_args()
  
  # Custom Params (refer to include/openpose/flags.hpp for more parameters)
  params = dict()
  params["model_folder"] = "../../../models/"
  params["face"] = True
  params["face_detector"] = 2
  params["body"] = 0
  
  # Add others in path?
  for i in range(0, len(args[1])):
      curr_item = args[1][i]
      if i != len(args[1])-1: next_item = args[1][i+1]
      else: next_item = "1"
      if "--" in curr_item and "--" in next_item:
          key = curr_item.replace('-','')
          if key not in params:  params[key] = "1"
      elif "--" in curr_item and "--" not in next_item:
          key = curr_item.replace('-','')
          if key not in params: params[key] = next_item
  
  # Construct it from system arguments
  # op.init_argv(args[1])
  # oppython = op.OpenposePython()
  
  try:
      # Starting OpenPose
      opWrapper = op.WrapperPython()
      opWrapper.configure(params)
      opWrapper.start()
  
      # Read image and face rectangle locations
      imageToProcess = cv2.imread(args[0].image_path)
      faceRectangles = [
          op.Rectangle(330.119385, 277.532715, 48.717274, 48.717274),
          op.Rectangle(24.036991, 267.918793, 65.175171, 65.175171),
          op.Rectangle(151.803436, 32.477852, 108.295761, 108.295761),
      ]
  
      # Create new datum
      datum = op.Datum()
      datum.cvInputData = imageToProcess
      datum.faceRectangles = faceRectangles
  
      # Process and display image
      opWrapper.emplaceAndPop([datum])
      print("Face keypoints: \n" + str(datum.faceKeypoints))
      cv2.imshow("OpenPose 1.5.0 - Tutorial Python API", datum.cvOutputData)
      cv2.waitKey(0)
  except Exception as e:
      # print(e)
      sys.exit(-1)
  