Add Java and Python code for the following imgproc tutorials: Canny, Remap, threshold and threshold inRange. Use HSV colorspace instead of RGB for inRange threshold tutorial.
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from __future__ import print_function
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import cv2 as cv
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import argparse
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max_value = 255
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max_type = 4
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max_binary_value = 255
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trackbar_type = 'Type: \n 0: Binary \n 1: Binary Inverted \n 2: Truncate \n 3: To Zero \n 4: To Zero Inverted'
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trackbar_value = 'Value'
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window_name = 'Threshold Demo'
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## [Threshold_Demo]
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def Threshold_Demo(val):
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#0: Binary
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#1: Binary Inverted
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#2: Threshold Truncated
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#3: Threshold to Zero
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#4: Threshold to Zero Inverted
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threshold_type = cv.getTrackbarPos(trackbar_type, window_name)
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threshold_value = cv.getTrackbarPos(trackbar_value, window_name)
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_, dst = cv.threshold(src_gray, threshold_value, max_binary_value, threshold_type )
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cv.imshow(window_name, dst)
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## [Threshold_Demo]
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parser = argparse.ArgumentParser(description='Code for Basic Thresholding Operations tutorial.')
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parser.add_argument('--input', help='Path to input image.', default='../data/stuff.jpg')
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args = parser.parse_args()
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## [load]
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# Load an image
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src = cv.imread(args.input)
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if src is None:
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print('Could not open or find the image: ', args.input)
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exit(0)
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# Convert the image to Gray
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src_gray = cv.cvtColor(src, cv.COLOR_BGR2GRAY);
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## [load]
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## [window]
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# Create a window to display results
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cv.namedWindow(window_name)
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## [window]
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## [trackbar]
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# Create Trackbar to choose type of Threshold
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cv.createTrackbar(trackbar_type, window_name , 3, max_type, Threshold_Demo)
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# Create Trackbar to choose Threshold value
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cv.createTrackbar(trackbar_value, window_name , 0, max_value, Threshold_Demo)
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## [trackbar]
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# Call the function to initialize
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Threshold_Demo(0)
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# Wait until user finishes program
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cv.waitKey()
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from __future__ import print_function
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import cv2 as cv
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import argparse
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max_value = 255
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max_value_H = 360//2
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low_H = 0
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low_S = 0
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low_V = 0
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high_H = max_value_H
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high_S = max_value
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high_V = max_value
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window_capture_name = 'Video Capture'
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window_detection_name = 'Object Detection'
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low_H_name = 'Low H'
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low_S_name = 'Low S'
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low_V_name = 'Low V'
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high_H_name = 'High H'
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high_S_name = 'High S'
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high_V_name = 'High V'
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## [low]
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def on_low_H_thresh_trackbar(val):
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global low_H
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global high_H
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low_H = val
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low_H = min(high_H-1, low_H)
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cv.setTrackbarPos(low_H_name, window_detection_name, low_H)
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## [low]
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## [high]
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def on_high_H_thresh_trackbar(val):
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global low_H
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global high_H
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high_H = val
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high_H = max(high_H, low_H+1)
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cv.setTrackbarPos(high_H_name, window_detection_name, high_H)
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## [high]
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def on_low_S_thresh_trackbar(val):
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global low_S
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global high_S
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low_S = val
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low_S = min(high_S-1, low_S)
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cv.setTrackbarPos(low_S_name, window_detection_name, low_S)
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def on_high_S_thresh_trackbar(val):
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global low_S
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global high_S
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high_S = val
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high_S = max(high_S, low_S+1)
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cv.setTrackbarPos(high_S_name, window_detection_name, high_S)
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def on_low_V_thresh_trackbar(val):
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global low_V
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global high_V
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low_V = val
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low_V = min(high_V-1, low_V)
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cv.setTrackbarPos(low_V_name, window_detection_name, low_V)
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def on_high_V_thresh_trackbar(val):
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global low_V
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global high_V
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high_V = val
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high_V = max(high_V, low_V+1)
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cv.setTrackbarPos(high_V_name, window_detection_name, high_V)
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parser = argparse.ArgumentParser(description='Code for Thresholding Operations using inRange tutorial.')
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parser.add_argument('--camera', help='Camera devide number.', default=0, type=int)
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args = parser.parse_args()
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## [cap]
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cap = cv.VideoCapture(args.camera)
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## [cap]
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## [window]
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cv.namedWindow(window_capture_name)
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cv.namedWindow(window_detection_name)
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## [window]
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## [trackbar]
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cv.createTrackbar(low_H_name, window_detection_name , low_H, max_value_H, on_low_H_thresh_trackbar)
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cv.createTrackbar(high_H_name, window_detection_name , high_H, max_value_H, on_high_H_thresh_trackbar)
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cv.createTrackbar(low_S_name, window_detection_name , low_S, max_value, on_low_S_thresh_trackbar)
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cv.createTrackbar(high_S_name, window_detection_name , high_S, max_value, on_high_S_thresh_trackbar)
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cv.createTrackbar(low_V_name, window_detection_name , low_V, max_value, on_low_V_thresh_trackbar)
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cv.createTrackbar(high_V_name, window_detection_name , high_V, max_value, on_high_V_thresh_trackbar)
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## [trackbar]
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while True:
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## [while]
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ret, frame = cap.read()
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if frame is None:
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break
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frame_HSV = cv.cvtColor(frame, cv.COLOR_BGR2HSV)
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frame_threshold = cv.inRange(frame_HSV, (low_H, low_S, low_V), (high_H, high_S, high_V));
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## [while]
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## [show]
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cv.imshow(window_capture_name, frame)
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cv.imshow(window_detection_name, frame_threshold)
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## [show]
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key = cv.waitKey(30)
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if key == ord('q') or key == 27:
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break
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