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Mar 16th, 2021
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Python 2.91 KB | None | 0 0
  1. import cv2
  2. import numpy as np
  3.  
  4. def empty(a):
  5.   pass
  6.  
  7.  
  8. def stackImages(scale,imgArray):
  9.     rows = len(imgArray)
  10.     cols = len(imgArray[0])
  11.     rowsAvailable = isinstance(imgArray[0], list)
  12.     width = imgArray[0][0].shape[1]
  13.     height = imgArray[0][0].shape[0]
  14.     if rowsAvailable:
  15.         for x in range ( 0, rows):
  16.             for y in range(0, cols):
  17.                 if imgArray[x][y].shape[:2] == imgArray[0][0].shape [:2]:
  18.                     imgArray[x][y] = cv2.resize(imgArray[x][y], (0, 0), None, scale, scale)
  19.                 else:
  20.                     imgArray[x][y] = cv2.resize(imgArray[x][y], (imgArray[0][0].shape[1], imgArray[0][0].shape[0]), None, scale, scale)
  21.                 if len(imgArray[x][y].shape) == 2: imgArray[x][y]= cv2.cvtColor( imgArray[x][y], cv2.COLOR_GRAY2BGR)
  22.         imageBlank = np.zeros((height, width, 3), np.uint8)
  23.         hor = [imageBlank]*rows
  24.         hor_con = [imageBlank]*rows
  25.         for x in range(0, rows):
  26.             hor[x] = np.hstack(imgArray[x])
  27.         ver = np.vstack(hor)
  28.     else:
  29.         for x in range(0, rows):
  30.             if imgArray[x].shape[:2] == imgArray[0].shape[:2]:
  31.                 imgArray[x] = cv2.resize(imgArray[x], (0, 0), None, scale, scale)
  32.             else:
  33.                 imgArray[x] = cv2.resize(imgArray[x], (imgArray[0].shape[1], imgArray[0].shape[0]), None,scale, scale)
  34.             if len(imgArray[x].shape) == 2: imgArray[x] = cv2.cvtColor(imgArray[x], cv2.COLOR_GRAY2BGR)
  35.         hor= np.hstack(imgArray)
  36.         ver = hor
  37.     return ver
  38.  
  39.  
  40.  
  41. img = cv2.imread("/home/mohina/Pictures/photo_2021-03-13_15-32-22.jpg")
  42.  
  43. cv2.namedWindow("Trackbars")
  44. cv2.resizeWindow("Trackbars", 640,240)
  45. cv2.createTrackbar("HUE Min", "Trackbars",0,179,empty)
  46. cv2.createTrackbar("HUE Max", "Trackbars",19,179,empty)
  47. cv2.createTrackbar("SAT Min", "Trackbars",110,255,empty)
  48. cv2.createTrackbar("SAT Max", "Trackbars",240,255,empty)
  49. cv2.createTrackbar("VAL Min", "Trackbars",153,255,empty)
  50. cv2.createTrackbar("VAL Max", "Trackbars",255,255,empty)
  51.  
  52. while True:
  53.     imgHSV = cv2.cvtColor(img, cv2.COLOR_BGR2HSV)
  54.     h_min = cv2.getTrackbarPos("HUE Min", "Trackbars")
  55.     h_max = cv2.getTrackbarPos("HUE Max", "Trackbars")
  56.     s_min = cv2.getTrackbarPos("SAT Min", "Trackbars")
  57.     s_max = cv2.getTrackbarPos("SAT Max", "Trackbars")
  58.     v_min = cv2.getTrackbarPos("VAL Min", "Trackbars")
  59.     v_max = cv2.getTrackbarPos("VAL Max", "Trackbars")
  60.  
  61.     print(h_min,h_max,s_min,s_max,v_min,v_max)
  62.     lower = np.array([h_min, s_min, v_min])
  63.     upper = np.array([h_max, s_max, v_max])
  64.     mask = cv2.inRange(imgHSV, lower, upper)
  65.     imgResult = cv2.bitwise_and(img,img,mask = mask)
  66.  
  67.    # cv2.imshow("Original", img)
  68.    # cv2.imshow("HSV", imgHSV)
  69.    # cv2.imshow("Mask", mask)
  70.    # cv2.imshow("Result", imgResult)
  71.    # cv2.waitKey(1)
  72.  
  73.  
  74.     imgStack = stackImages(0.6,([img,imgHSV],[mask,imgResult]))
  75.  
  76.     cv2.imshow("Stacked Images", imgStack)    
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