def process_video():
cap = cv2.VideoCapture(VIDEO)
hasFrame, frame = cap.read()
vid_writer = cv2.VideoWriter('output.avi',
cv2.VideoWriter_fourcc('M', 'J', 'P', 'G'),
10, (frame.shape[1], frame.shape[0]))
estimator = PoseEstimator()
while cv2.waitKey(1) < 0:
hasFrame, frame = cap.read()
frameCopy = np.copy(frame)
if not hasFrame:
cv2.waitKey()
break
drawer = Drawer(frameCopy)
prediction = estimator.predict(frame)
points = estimator.get_rescaled_points(prediction, frame, 0.2)
drawer.draw_skeleton(points)
cv2.imshow('Output-Skeleton', frameCopy)
vid_writer.write(frameCopy)
vid_writer.release()
def process_image():
estimator = PoseEstimator()
frame = cv2.imread(IMG)
frameCopy = np.copy(frame) # TODO Why copy?
drawer = Drawer(frameCopy)
prediction = estimator.predict(frame)
points = estimator.get_rescaled_points(prediction, frame, 0.2)
drawer.draw_skeleton(points)
cv2.imshow('Output-Keypoints', frameCopy)
cv2.imwrite('Output-Keypoints.jpg', frameCopy)
cv2.waitKey(0)
cv2.destroyAllWindows()
