Pedestrian Detector for images

import cv2

import imutils

# detector

hog = cv2.HOGDescriptor()

hog.setSVMDetector(cv2.HOGDescriptor_getDefaultPeopleDetector())

# Reading the Image

image = cv2.imread('img_path')

# Resizing the Image

image = imutils.resize(image,

width=min(400, image.shape[1]))

# Detecting all the regions in the

# Image that has a pedestrians inside it

(regions, _) = hog.detectMultiScale(image,

winStride=(4, 4),

padding=(4, 4),

scale=1.05)

# Drawing the regions in the Image

for (x, y, w, h) in regions:

cv2.rectangle(image, (x, y),

(x + w, y + h),

(0, 0, 255), 2)

# Showing the output Image

cv2.imshow("Image", image)

cv2.waitKey(0)

cv2.destroyAllWindows()