def test_camera():
video_capture = cv2.VideoCapture(0)
pnet = PNet()
rnet = RNet()
onet = ONet()
frame_counter = 0
boxes, landmarks = None, None
while True:
ret, frame = video_capture.read()
if ret:
if frame_counter % 10 == 0:
boxes = pnet.detect(frame)
if len(boxes) > 0:
boxes = rnet.detect(frame, boxes)
if len(boxes) > 0:
boxes, landmarks = onet.detect(frame, boxes)
else:
boxes, landmarks = None, None
if boxes is not None:
draw(frame, boxes, landmarks)
cv2.imshow('image', frame)
if cv2.waitKey(1) & 0xFF == ord('q'):
break
frame_counter += 1
def test_img():
pnet = PNet()
rnet = RNet()
onet = ONet()
img = cv2.imread('C:\\Users\\lenovo\\Desktop\\0_Parade_Parade_0_693.jpg')
boxes = pnet.detect(img)
boxes = rnet.detect(img, boxes)
boxes, landmarks = onet.detect(img, boxes)
draw(img, boxes, landmarks)
cv2.imshow('image', img)
cv2.waitKey()