openpose/examples/tutorial_api_python/06_face_from_image.py at master · PratNag/openpose · GitHub

Repository navigation

History

83 lines (74 loc) · 3.07 KB

Raw

# 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)

openpose/examples/tutorial_api_python/06_face_from_image.py at master · PratNag/openpose · GitHub

Repository navigation

Expand file tree

Breadcrumbs

06_face_from_image.py

Latest commit

History

Breadcrumbs

06_face_from_image.py

File metadata and controls