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updating:rotation augmentation is provided for machine based reading order

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vahidrezanezhad 2025-04-17 00:05:59 +02:00
parent 825b2634f9
commit dd21a3b33a
1 changed files with 13 additions and 1 deletions
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14
train/utils.py
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@ -356,6 +356,18 @@ def rotate_max_area(image, rotated, rotated_label, angle):
x2 = x1 + int(wr)
return rotated[y1:y2, x1:x2], rotated_label[y1:y2, x1:x2]
def rotate_max_area_single_image(image, rotated, angle):
""" image: cv2 image matrix object
angle: in degree
"""
wr, hr = rotatedRectWithMaxArea(image.shape[1], image.shape[0],
math.radians(angle))
h, w, _ = rotated.shape
y1 = h // 2 - int(hr / 2)
y2 = y1 + int(hr)
x1 = w // 2 - int(wr / 2)
x2 = x1 + int(wr)
return rotated[y1:y2, x1:x2]
def rotation_not_90_func(img, label, thetha):
rotated = imutils.rotate(img, thetha)
@ -365,7 +377,7 @@ def rotation_not_90_func(img, label, thetha):
def rotation_not_90_func_single_image(img, thetha):
rotated = imutils.rotate(img, thetha)
return rotate_max_area(img, rotated, thetha)
return rotate_max_area_single_image(img, rotated, thetha)
def color_images(seg, n_classes):