Files
kick-it/pykick/detection_demo.py

131 lines
3.6 KiB
Python

from __future__ import print_function
from __future__ import division
import argparse
import cv2
from .utils import read_config, imresize
from .imagereaders import NaoImageReader, VideoReader, PictureReader
from .finders import BallFinder, GoalFinder, FieldFinder
if __name__ == '__main__':
defaults = read_config()
parser = argparse.ArgumentParser()
# parser.add_argument(
# '-i', '--input-config',
# help='file, from which to read the initial values',
# required=True
# )
imsource = parser.add_mutually_exclusive_group()
imsource.add_argument(
'--video-file',
help='video file to use'
)
imsource.add_argument(
'--image-file',
help='image to use'
)
imsource.add_argument(
'--nao-ip',
help='ip address of the nao robot, from which to capture',
default=False,
const=defaults['ip'],
nargs='?'
)
parser.add_argument(
'--still',
help='only take one image from video stream',
action='store_true'
)
parser.add_argument(
'--manual',
help='switch frames manually',
action='store_true',
default=False
)
parser.add_argument(
'--nao-cam',
choices=[0, 1],
type=int,
help='0 for top camera, 1 for bottom camera',
default=defaults['cam']
)
parser.add_argument(
'--nao-res',
choices=[1, 2, 3],
help='choose a nao resolution',
type=int,
default=defaults['res']
)
parser.add_argument(
'--width',
help='specify width of the image output',
type=int,
default=640
)
args = parser.parse_args()
if args.video_file:
rdr = VideoReader(args.video_file, loop=True)
elif args.image_file:
rdr = PictureReader(args.image_file)
elif args.nao_ip:
rdr = NaoImageReader(
args.nao_ip,
cam_id=args.nao_cam,
res=args.nao_res
)
else:
rdr = VideoReader(0)
goal_finder = GoalFinder(defaults['goal'][0], defaults['goal'][1])
ball_finder = BallFinder(defaults['ball'][0], defaults['ball'][1],
defaults['ball_min_radius'])
field_finder = FieldFinder(defaults['field'][0], defaults['field'][1])
ball_window = 'Ball detection'
goal_window = 'Goal detection'
cv2.namedWindow(ball_window)
cv2.namedWindow(goal_window)
try:
if args.still:
frame = rdr.get_frame()
rdr.close()
while True:
if not args.still:
try:
frame = rdr.get_frame()
except RuntimeError as e:
print(e)
continue
frame = imresize(frame, width=args.width)
field = field_finder.find(frame)
ball_frame = field_finder.mask_it(frame, field)
goal_frame = field_finder.mask_it(frame, field, inverse=True)
ball = ball_finder.find(ball_frame)
goal = goal_finder.find(goal_frame)
if goal is not None:
print(goal)
print('LR post', goal_finder.left_right_post(goal))
print('----')
ball_frame = ball_finder.draw(ball_frame, ball)
goal_frame = goal_finder.draw(goal_frame, goal)
cv2.imshow(ball_window, ball_frame)
cv2.imshow(goal_window, goal_frame)
key = cv2.waitKey(0 if args.manual else 1)
if key == ord('q') or key == 27:
break
finally:
if not args.still:
rdr.close()