minSize = (30, 30)) frameClone = frame.copy() new_hat = frameClone.copy() cv2.rectangle(new_hat, (0,0), (new_hat.shape[1],new_hat.shape[0]), (255, 255, 255), -1) # loop over the face bounding boxes and draw them for (x, y, w, h) in faceRects: # cv2.rectangle(frameClone, (x, y), (x + w, y + h), (0, 255, 0), 2) if 1.4 * w < 80: width = 80 else: width = int(1.4 * w) resized_hat = imutils.resize(hat, width = width) if (y + 0.25 * resized_hat.shape[0]) > resized_hat.shape[0] and (x - 5 + resized_hat.shape[1]) < frameClone.shape[1]: fix = 1 x_offset = x - 5 y_offset = y - 0.75 * resized_hat.shape[0] new_hat[y_offset:y_offset + resized_hat.shape[0], x_offset:x_offset + resized_hat.shape[1]] = resized_hat gray_hat = cv2.cvtColor(new_hat, cv2.COLOR_BGR2GRAY) # blurred_hat = cv2.GaussianBlur(gray_hat, (3,3), 0) # edged_hat = cv2.Canny(gray_hat, 169, 255) edged_hat = auto_canny.auto_canny(gray_hat) (_, cnts, _) = cv2.findContours(edged_hat.copy(), cv2.RETR_EXTERNAL, cv2.CHAIN_APPROX_SIMPLE) # create negative mask
# detect faces in the image and then clone the frame
# so tbeard we can draw on it
faceRects = fd.detect(gray, scaleFactor = 1.1, minNeighbors = 5,
minSize = (30, 30))
frameClone = frame.copy()
new_beard = frameClone.copy()
cv2.rectangle(new_beard, (0,0), (new_beard.shape[1],new_beard.shape[0]),
(255, 255, 255), -1)
# loop over the face bounding boxes and draw them
for (x, y, w, h) in faceRects:
# cv2.rectangle(frameClone, (x, y), (x + w, y + h), (0, 255, 0), 2)
resized_beard = imutils.resize(beard, width = w)
if (resized_beard.shape[0] + y + (3/5 * h)) < frameClone.shape[0]:
fix = 1
x_offset = x
y_offset = y + (3/5 * h)
new_beard[y_offset:y_offset + resized_beard.shape[0],
x_offset:x_offset + resized_beard.shape[1]] = resized_beard
gray_beard = cv2.cvtColor(new_beard, cv2.COLOR_BGR2GRAY)
# blurred_beard = cv2.GaussianBlur(gray_beard, (5,5), 0)
# edged_beard = cv2.Canny(gray_beard, 169, 255)
edged_beard = auto_canny.auto_canny(gray_beard)
(_, cnts, _) = cv2.findContours(edged_beard.copy(), cv2.RETR_EXTERNAL,
cv2.CHAIN_APPROX_SIMPLE)
# print("I count {} beard(s)".format(len(cnts)))
