def get_coords():
if traj is None:
return False, (0, 0)
else:
idx, landing_point = tr.get_landing_point(traj)
if landing_point is not None:
return True, perspective_transform(landing_point,
perspective_matrix)
return False, (0, 0)
def test1(input_path, out_prefix=None):
logger.info('test1(\'{}\') started'.format(input_path))
cap = cv2.VideoCapture(input_path)
# Define the codec and create VideoWriter object
fourcc = cv2.cv.CV_FOURCC(*'XVID')
fps = cap.get(cv2.cv.CV_CAP_PROP_FPS)
width = cap.get(cv2.cv.CV_CAP_PROP_FRAME_WIDTH)
height = cap.get(cv2.cv.CV_CAP_PROP_FRAME_HEIGHT)
if out_prefix is None:
out_prefix = os.path.join('output', os.path.basename(input_path))
def write_video(path, frames):
if frames:
video_io.write_video(path, frames, fps,
frame_size=(int(width), int(height)))
logger.info("Video written to file {}".format(path))
frames, mask_ball = \
video_util.extract_ball_from_capture(cap,
skip_count=10,
get_mask=video_util.get_ball_mask,
carpet_lowerb=(50, 0, 0),
carpet_upperb=(70, 255, 255),
ball_lowerb=(18, 50, 0),
ball_upperb=(35, 255, 255)
)
cap.release()
logger.info("Frames captured: {}".format(len(frames)))
# write_video(out_prefix + '_frames.avi', frames)
write_video(out_prefix + '_ball.avi', mask_ball)
traj = tr.get_ball_trajectory(mask_ball)
if traj:
logger.info('trajectory found')
else:
logger.info('trajectory not found')
for x, y in traj:
center = (int(round(x)), int(round(y)))
for frame in frames:
cv2.circle(frame, center, 3, (0, 0, 255), thickness=-1)
landing_point = tr.get_landing_point(traj)
if landing_point:
logger.info('landing point: {}'.format(landing_point))
for frame in frames:
x, y = landing_point
center = (int(round(x)), int(round(y)))
cv2.circle(frame, center, radius=10, color=(255, 255, 255),
thickness=1)
landing_point = tr.get_landing_point_by_acceleration(traj)
if landing_point:
logger.info('landing point by acceleration: {}'.format(landing_point))
for frame in frames:
x, y = landing_point
center = (int(round(x)), int(round(y)))
cv2.circle(frame, center, radius=4, color=(255, 0, 0),
thickness=-1)
else:
logger.info('landing point not found')
landing_point = tr.get_landing_point_by_angle(traj)
if landing_point:
logger.info('landing point by angle: {}'.format(landing_point))
for frame in frames:
x, y = landing_point
center = (int(round(x)), int(round(y)))
cv2.circle(frame, center, radius=4, color=(0, 255, 0),
thickness=-1)
else:
logger.info('landing point by angle not found')
write_video(out_prefix + '_frames_ball.avi', frames)
# write_video(out_prefix + '_mask_frames.avi', mask_ball)
acc = tr.get_acceleration(traj)
with io.open(out_prefix + '_traj.dat', mode='w') as handle:
for i, (x, y) in enumerate(traj):
ax, ay = acc[i]
handle.write(u'{} {} {} {} {}\n'.format(i, x, y, ax, ay))
def program(out_dir):
cap = cv2.VideoCapture(0)
cap.set(cv2.cv.CV_CAP_PROP_FPS, 30.0)
# fps = cap.get(cv2.cv.CV_CAP_PROP_FPS)
# cap.set(cv2.cv.CV_CAP_PROP_FRAME_WIDTH, 1920)
# cap.set(cv2.cv.CV_CAP_PROP_FRAME_HEIGHT, 1080)
# cap.set(cv2.cv.CV_CAP_PROP_FRAME_WIDTH, 1280)
# cap.set(cv2.cv.CV_CAP_PROP_FRAME_HEIGHT, 720)
cap.set(cv2.cv.CV_CAP_PROP_FRAME_WIDTH, 864)
cap.set(cv2.cv.CV_CAP_PROP_FRAME_HEIGHT, 480)
perspective_matrix = get_perspective_transform(cap)
#
logger.info('matrix of perspective transform: {}'.format(
perspective_matrix))
img = read_from_capture(cap)
cv2.imwrite(os.path.join(out_dir, 'img.jpg'), img)
# Find carpet
lowerb, upperb = gui.get_hls_range(img,
winname='Choose HLS range for carpet')
logger.info('Carpet HLS range: {} - {}'.format(lowerb, upperb))
carpet_mask = img_util.green_carpet_mask(img, lowerb, upperb)
cv2.imwrite(os.path.join(out_dir, 'carpet_mask.jpg'), carpet_mask)
# Find target
img = read_from_capture(cap)
lowerb, upperb = gui.get_hls_range(img,
winname='Choose HLS range for target')
logger.info('Target HLS range: {} - {}'.format(lowerb, upperb))
ret, target_contour = img_util.target_contour(img, lowerb, upperb,
carpet_mask)
logging.debug('target contour: {}'.format(target_contour))
if not ret:
raise ValueError('Cannot find target')
target_contour_plane = perspective_transform_contour(target_contour,
perspective_matrix)
m = cv2.moments(target_contour_plane)
mass = m['m00']
# x,y coordinates on plane
if mass > 0:
target_coords = m['m10'] / mass, m['m01'] / mass
logger.info(
'target coordinates on plane: (x,y) = {}'.format(target_coords))
else:
raise ValueError('Cannot find target center')
cv2.drawContours(img, contours=[target_contour], contourIdx=-1,
color=(255, 255, 255),
thickness=2)
img_carpet = cv2.bitwise_and(img, img, mask=carpet_mask)
cv2.addWeighted(img, 0.25, img_carpet, 0.75, 0, dst=img_carpet)
cv2.imwrite(os.path.join(out_dir, 'carpet_target.jpg'), img_carpet)
# Find ball
img = read_from_capture(cap)
ball_lowerb, ball_upperb = gui.get_hls_range(img,
winname='Choose HLS range for ball')
logger.info('Ball HLS range: {} - {}'.format(ball_lowerb, ball_upperb))
conn = robot.RobotConnector(winscp_path='C:/TRIKStudio/winscp/WinSCP.com')
trik = robot.Robot(conn, angle_to_encoder=180 / np.pi)
traj = None
def get_coords():
if traj is None:
return False, (0, 0)
else:
idx, landing_point = tr.get_landing_point(traj)
if landing_point is not None:
return True, perspective_transform(landing_point,
perspective_matrix)
return False, (0, 0)
gun_params = {'x': 300, 'y': 50, 'z': 97, 'v': 300, 'g': 981,
'alpha_0': 15 * pi / 180, 'phi_0': 0.0, 'gun_length': 10}
gun_layer = GunLayer(rotate_and_shoot=trik.rotate_and_shoot,
get_coords=get_coords, target=target_coords,
gun_params=gun_params)
for i in xrange(10):
out_prefix = os.path.join(out_dir, str(i))
commands = tuple()
stdout, stderr = trik.open_and_trikRun(*commands)
logger.debug('trik: sent command = {}'.format(commands))
logger.debug('trik: stdout = {}'.format(stdout))
logger.debug('trik: stderr = {}'.format(stderr))
logger.info('ready to shoot...')
gun_layer.shoot_at_target()
logger.info('ready to capture...')
frames, mask_ball = video_util.extract_ball_from_capture(cap,
max_frames_count=30,
skip_count=0,
carpet_mask=carpet_mask,
get_mask=video_util.get_ball_mask,
ball_lowerb=ball_lowerb,
ball_upperb=ball_upperb,
ball_size=3
)
logger.debug("Frames captured: {}".format(len(frames)))
traj = tr.get_ball_trajectory(mask_ball)
if not traj:
logger.info('trajectory not found')
else:
logger.info('trajectory found')
for x, y in traj:
center = (int(round(x)), int(round(y)))
for frame in frames:
cv2.circle(frame, center, 3, (0, 0, 255), thickness=-1)
idx, landing_point = tr.get_landing_point(traj)
if landing_point is not None:
logger.info('landing point on plane: {}'.format(
perspective_transform(landing_point, perspective_matrix)))
for frame in frames:
x, y = landing_point
center = (int(round(x)), int(round(y)))
cv2.circle(frame, center, radius=10, color=(255, 255, 255),
thickness=1)
video_io.write_video(out_prefix + '_frames_ball.avi', frames)
video_io.write_video(out_prefix + '_ball_mask.avi', mask_ball)
cap.release()