improvements in color calibration and tracking
This commit is contained in:
1
.gitignore
vendored
1
.gitignore
vendored
@@ -1,2 +1,3 @@
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*.sw*
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*.sw*
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*.pyc
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*.pyc
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*.jpg
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8
scripts/ball_hsv.json
Normal file
8
scripts/ball_hsv.json
Normal file
@@ -0,0 +1,8 @@
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{
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"low_s": 175,
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"low_v": 100,
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"high_h": 6,
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"high_v": 255,
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"low_h": 0,
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"high_s": 255
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}
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@@ -57,6 +57,7 @@ class Colorpicker(object):
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tuple(map(self.settings.get, ('low_h', 'low_s', 'low_v'))),
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tuple(map(self.settings.get, ('low_h', 'low_s', 'low_v'))),
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tuple(map(self.settings.get, ('high_h', 'high_s', 'high_v')))
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tuple(map(self.settings.get, ('high_h', 'high_s', 'high_v')))
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)
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)
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frame_threshold = cv2.resize(frame_threshold, (640, 480))
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cv2.imshow(self.WINDOW_CAPTURE_NAME, frame)
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cv2.imshow(self.WINDOW_CAPTURE_NAME, frame)
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cv2.imshow(self.WINDOW_DETECTION_NAME, frame_threshold)
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cv2.imshow(self.WINDOW_DETECTION_NAME, frame_threshold)
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return cv2.waitKey(1)
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return cv2.waitKey(1)
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@@ -107,9 +108,19 @@ if __name__ == '__main__':
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choices=['upper', 'lower'],
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choices=['upper', 'lower'],
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help='choose a camera from nao'
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help='choose a camera from nao'
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)
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)
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parser.add_argument(
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'--nao-res',
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choices=[1, 2, 3],
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type=int,
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default=1
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)
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args = parser.parse_args()
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args = parser.parse_args()
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cp = Colorpicker()
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cp = Colorpicker()
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camera_ids = {
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'upper': 0,
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'lower': 1
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}
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if args.input_config:
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if args.input_config:
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cp.load(args.input_config)
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cp.load(args.input_config)
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if args.video_file:
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if args.video_file:
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@@ -119,7 +130,8 @@ if __name__ == '__main__':
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elif args.nao_ip:
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elif args.nao_ip:
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rdr = NaoImageReader(
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rdr = NaoImageReader(
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args.nao_ip,
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args.nao_ip,
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cam_id=args.nao_cam if args.nao_cam else 0
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cam_id=camera_ids[args.nao_cam] if args.nao_cam else 0,
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res=args.nao_res
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)
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)
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else:
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else:
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rdr = VideoReader(0)
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rdr = VideoReader(0)
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@@ -1,3 +1,5 @@
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from __future__ import division
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import numpy as np
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import numpy as np
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import cv2
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import cv2
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try:
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try:
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@@ -21,6 +23,14 @@ class NaoImageReader(object):
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"video_streamer", cam_id, res, 13, fps
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"video_streamer", cam_id, res, 13, fps
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)
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)
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def to_angles(self, x, y):
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return self.vd.getAngularPositionFromImagePosition(
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self.cam_id, x / self.res[1], y / self.res[0]
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)
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def to_relative(self, x, y):
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return x / self.res[1], y / self.res[0]
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def get_frame(self):
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def get_frame(self):
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result = self.vd.getImageRemote(self.sub)
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result = self.vd.getImageRemote(self.sub)
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self.vd.releaseImage(self.sub)
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self.vd.releaseImage(self.sub)
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@@ -4,7 +4,7 @@ from __future__ import division
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import json
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import json
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import cv2
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import cv2
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import numpy as np
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import numpy as np
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import imutils
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# import imutils
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from imagereaders import NaoImageReader, VideoReader
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from imagereaders import NaoImageReader, VideoReader
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from collections import deque
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from collections import deque
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@@ -15,7 +15,8 @@ red_upper = (2, 255, 255)
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class BallFinder(object):
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class BallFinder(object):
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def __init__(self, hsv_lower, hsv_upper, min_radius, width):
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def __init__(self, hsv_lower, hsv_upper, min_radius, width,
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viz=False):
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self.hsv_lower = hsv_lower
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self.hsv_lower = hsv_lower
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self.hsv_upper = hsv_upper
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self.hsv_upper = hsv_upper
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@@ -24,7 +25,9 @@ class BallFinder(object):
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self.history = deque(maxlen=64)
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self.history = deque(maxlen=64)
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self.last_center = None
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self.last_center = None
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self.last_radius = None
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self.last_radius = None
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self.viz = viz
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if self.viz:
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cv2.namedWindow('ball_mask')
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cv2.namedWindow('ball_mask')
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cv2.namedWindow('Frame')
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cv2.namedWindow('Frame')
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@@ -36,6 +39,7 @@ class BallFinder(object):
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mask = cv2.inRange(hsv, self.hsv_lower, self.hsv_upper)
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mask = cv2.inRange(hsv, self.hsv_lower, self.hsv_upper)
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mask = cv2.erode(mask, None, iterations=2)
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mask = cv2.erode(mask, None, iterations=2)
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mask = cv2.dilate(mask, None, iterations=2)
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mask = cv2.dilate(mask, None, iterations=2)
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if self.viz:
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cv2.imshow('ball_mask', mask)
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cv2.imshow('ball_mask', mask)
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# find contours in the mask and initialize the current
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# find contours in the mask and initialize the current
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@@ -45,6 +49,7 @@ class BallFinder(object):
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# only proceed if at least one contour was found
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# only proceed if at least one contour was found
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if len(cnts) == 0:
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if len(cnts) == 0:
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print('Nothin there')
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return None
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return None
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# find the largest contour in the mask, then use it to compute
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# find the largest contour in the mask, then use it to compute
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@@ -61,8 +66,8 @@ class BallFinder(object):
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def next_frame(self, frame):
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def next_frame(self, frame):
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# maybe resize the frame, maybe blur it
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# maybe resize the frame, maybe blur it
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if self.width is not None:
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# if self.width is not None:
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frame = imutils.resize(frame, width=self.width)
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# frame = imutils.resize(frame, width=self.width)
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try:
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try:
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self.last_center, self.last_radius = self.find_colored_ball(frame)
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self.last_center, self.last_radius = self.find_colored_ball(frame)
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except TypeError: # No red ball found and function returned None
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except TypeError: # No red ball found and function returned None
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@@ -72,6 +77,7 @@ class BallFinder(object):
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self.draw_ball_markers(frame)
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self.draw_ball_markers(frame)
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# show the frame to screen
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# show the frame to screen
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if self.viz:
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cv2.imshow("Frame", frame)
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cv2.imshow("Frame", frame)
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return cv2.waitKey(2)
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return cv2.waitKey(2)
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@@ -1,13 +1,11 @@
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from __future__ import print_function
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from __future__ import print_function
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from __future__ import division
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from __future__ import division
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import cv2
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import numpy as np
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#import imutils
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#import imutils
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from naoqi import ALProxy
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from naoqi import ALProxy
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from collections import deque
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from imagereaders import NaoImageReader
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from imagereaders import NaoImageReader
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from live_recognition import BallFinder
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from live_recognition import BallFinder
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from live_recognition_with_head_with_body import move_to
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# Nao configuration
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# Nao configuration
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@@ -28,7 +26,6 @@ min_radius = 5
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resized_width = None # Maybe we need it maybe don't (None if don't)
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resized_width = None # Maybe we need it maybe don't (None if don't)
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current_value = 0
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current_value = 0
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global counter
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counter = 0
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counter = 0
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def get_angle():
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def get_angle():
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@@ -50,12 +47,9 @@ def set_angle_new(x,y):
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# activiert gelenke
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# activiert gelenke
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motionProxy.setStiffnesses("Head", 0.5)
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motionProxy.setStiffnesses("Head", 0.5)
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names = ["HeadYaw", "HeadPitch"]
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names = ["HeadYaw", "HeadPitch"]
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fractionMaxSpeed = 0.025
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fractionMaxSpeed = 0.3
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x_mid=320/2
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x_diff=x-0.5
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y_mid=240/2
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y_diff=y-0.5
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#y_mid=120
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x_diff=x-x_mid
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y_diff=y-y_mid
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print("x_diff="+str(x_diff))
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print("x_diff="+str(x_diff))
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print("y_diff="+str(y_diff))
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print("y_diff="+str(y_diff))
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@@ -79,12 +73,22 @@ def set_angle_new(x,y):
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# angles=[0.25*ball_angle_x,0.25*ball_angle_y]
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# angles=[0.25*ball_angle_x,0.25*ball_angle_y]
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# angles=[0.25*ball_angle_x,0.25*ball_angle_y]
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# angles=[0.25*ball_angle_x,0.25*ball_angle_y]
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# angles=[2*(-1 if x_diff > 0 else 1),2*(-1 if y_diff > 0 else 1)]
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# angles=[2*(-1 if x_diff > 0 else 1),2*(-1 if y_diff > 0 else 1)]
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angles=[2*(-1 if x_diff > 0 else 1),0]
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angles=[-x_diff / 2, 0]
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#if abs(ball_angle_x)>0.1 or abs(ball_angle_y)>0.1:
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#if abs(ball_angle_x)>0.1 or abs(ball_angle_y)>0.1:
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#if abs(x_diff)>50 or abs(y_diff)>50:
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#if abs(x_diff)>50 or abs(y_diff)>50:
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if abs(x_diff)>50:
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global counter
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if abs(x_diff) > 0.1:
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motionProxy.changeAngles(names, angles, fractionMaxSpeed)
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motionProxy.changeAngles(names, angles, fractionMaxSpeed)
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counter = 0
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else:
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counter += 1
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print(counter)
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if counter == 10:
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print('Going to rotate')
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angle = get_angle()
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if abs(angle[1]) > 0.1:
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move_to(0, angle[1])
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#motionProxy.setAngles(names,angles,fractionMaxSpeed)
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#motionProxy.setAngles(names,angles,fractionMaxSpeed)
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#else:
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#else:
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# a=get_angle()
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# a=get_angle()
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@@ -160,12 +164,16 @@ if __name__ == '__main__':
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video = NaoImageReader(nao_ip, port=nao_port, cam_id=cam_id, res=res,
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video = NaoImageReader(nao_ip, port=nao_port, cam_id=cam_id, res=res,
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fps=fps)
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fps=fps)
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finder = BallFinder(red_lower, red_upper, 5, None)
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finder = BallFinder(red_lower, red_upper, 5, None)
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finder.load_hsv_config('ball_hsv.json')
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try:
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try:
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while True:
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while True:
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try:
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try:
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(x, y), radius = finder.find_colored_ball(video.get_frame())
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(x, y), radius = finder.find_colored_ball(video.get_frame())
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except TypeError:
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except TypeError:
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continue
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continue
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print(x, y)
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x, y = video.to_relative(x, y)
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print(x, y)
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set_angle_new(x,y)
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set_angle_new(x,y)
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'''
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'''
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if 0<y<100:
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if 0<y<100:
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@@ -89,40 +89,40 @@ def move_to(old,y):
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# First call of move API
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# First call of move API
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# with post prefix to not be bloquing here.
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# with post prefix to not be bloquing here.
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motionProxy.post.moveTo(0, 0.0, 0)
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# motionProxy.post.moveTo(0, 0.0, 0)
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# wait that the move process start running
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# wait that the move process start running
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time.sleep(0.1)
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# time.sleep(0.1)
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# get robotPosition and nextRobotPosition
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# get robotPosition and nextRobotPosition
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useSensors = False
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# useSensors = False
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robotPosition = almath.Pose2D(motionProxy.getRobotPosition(useSensors))
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# robotPosition = almath.Pose2D(motionProxy.getRobotPosition(useSensors))
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nextRobotPosition = almath.Pose2D(motionProxy.getNextRobotPosition())
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# nextRobotPosition = almath.Pose2D(motionProxy.getNextRobotPosition())
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# get the first foot steps vector
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# get the first foot steps vector
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# (footPosition, unChangeable and changeable steps)
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# (footPosition, unChangeable and changeable steps)
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footSteps1 = []
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# footSteps1 = []
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#try:
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#try:
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footSteps1 = motionProxy.getFootSteps()
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# footSteps1 = motionProxy.getFootSteps()
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#except Exception, errorMsg:
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#except Exception, errorMsg:
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# print str(errorMsg)
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# print str(errorMsg)
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# PLOT_ALLOW = False
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# PLOT_ALLOW = False
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# Second call of move API
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# Second call of move API
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motionProxy.post.moveTo(0, 0.0, 1.2*y)
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motionProxy.post.moveTo(0, 0.0, y)
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# get the second foot steps vector
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# get the second foot steps vector
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footSteps2 = []
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# footSteps2 = []
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#try:
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#try:
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footSteps2 = motionProxy.getFootSteps()
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# footSteps2 = motionProxy.getFootSteps()
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#except Exception, errorMsg:
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#except Exception, errorMsg:
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#print str(errorMsg)
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#print str(errorMsg)
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#PLOT_ALLOW = False
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#PLOT_ALLOW = False
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motionProxy.setStiffnesses("Head", 0.5)
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motionProxy.setStiffnesses("Head", 0.7)
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names = ["HeadYaw", "HeadPitch"]
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names = ["HeadYaw", "HeadPitch"]
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fractionMaxSpeed = 0.5
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fractionMaxSpeed = 0.05
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angles=[0,old]
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angles=[0, 0]
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motionProxy.setAngles(names,angles,fractionMaxSpeed)
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motionProxy.setAngles(names,angles,fractionMaxSpeed)
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Reference in New Issue
Block a user