calibrate.py should actually be template.py. Calibration will be for printers and plotters. Different process.
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@ -7,6 +7,7 @@ from common import image_resize, display, normalize_angle, read_json
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from json import dumps
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DEBUG = True
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registrationMarkThreshold = 0.65
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#clockwise from top left
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order = [ 0, 2, 3, 5, 4, 1 ]
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@ -17,7 +18,7 @@ matchMethods = ['cv2.TM_CCOEFF', 'cv2.TM_CCOEFF_NORMED', 'cv2.TM_CCORR', 'cv2.TM
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#
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if len(sys.argv) < 2:
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print('Please provide path of normalized scan to calibrate to')
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print('Please provide path of normalized scan to build template from to')
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exit(1)
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@ -34,7 +35,7 @@ if not exists(normalText) :
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exit(3)
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print(f'Calibrating to scan {basename(normalImage)}')
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print(f'Building template from scan {basename(normalImage)}')
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registrationMark = cv2.imread('./registrationMark.png', 0)
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w, h = registrationMark.shape[:2]
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@ -79,7 +80,7 @@ def find_closest (pt, pts) :
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def find_in_half (half) :
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halfGray = cv2.cvtColor(half, cv2.COLOR_BGR2GRAY)
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res = cv2.matchTemplate(halfGray, registrationMark, cv2.TM_CCOEFF_NORMED)
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threshold = 0.7
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threshold = registrationMarkThreshold
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loc = np.where( res >= threshold)
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for pt in zip(*loc[::-1]):
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cv2.rectangle(half, pt, (pt[0] + w, pt[1] + h), (0,0,255), 2)
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@ -88,7 +89,17 @@ def find_in_half (half) :
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ttly = holePunches['0']['y']-round(height*0.05)
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ttlx = holePunches['0']['x']
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topHalf = img[ttly:holePunches['1']['y']+round(height*0.1), ttlx:holePunches['2']['x']]
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while True:
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topHalfPts = find_in_half(topHalf)
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if len(topHalfPts) < 12 :
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registrationMarkThreshold -= 0.05
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print(f'Found only {len(topHalfPts)}, decreasing threshold to {registrationMarkThreshold}')
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elif len(topHalfPts) > 12 :
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registrationMarkThreshold += 0.05
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print(f'Found {len(topHalfPts)}, increasing threshold to {registrationMarkThreshold}')
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else :
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break
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thpts = group_points(topHalfPts)
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for pt in thpts :
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#print(f'{ttlx + pt[0]},{ttly + pt[1]}')
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@ -288,9 +299,9 @@ jsonOut = {
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}
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}
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calibrationFile = f'{normalImage}.calibration.json'
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templateFile = f'{normalImage}.template.json'
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with open(calibrationFile, 'w') as output:
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output.write(dumps(jsonOut, sort_keys = True, indent = 4))
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print(f'Wrote calibration file to {calibrationFile}')
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print(f'Wrote template file to {templateFile}')
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display(clean)
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