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https://github.com/ciromattia/kcc
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[A new image cropping algorithm]
1. Replaced both crop margins and crop margins & page num with newer algorithm. 2. Crop max power level increased to 3.0 3. Adds NumPy as a new dependency.
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@@ -23,6 +23,7 @@ import os
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import mozjpeg_lossless_optimization
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from PIL import Image, ImageOps, ImageStat, ImageChops, ImageFilter
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from .shared import md5Checksum
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from .page_number_crop_alg import get_bbox_crop_margin_page_number, get_bbox_crop_margin
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AUTO_CROP_THRESHOLD = 0.015
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@@ -358,20 +359,6 @@ class ComicPage:
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else:
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return Image.Resampling.LANCZOS
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def getBoundingBox(self, tmptmg):
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min_margin = [int(0.005 * i + 0.5) for i in tmptmg.size]
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max_margin = [int(0.1 * i + 0.5) for i in tmptmg.size]
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bbox = tmptmg.getbbox()
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bbox = (
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max(0, min(max_margin[0], bbox[0] - min_margin[0])),
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max(0, min(max_margin[1], bbox[1] - min_margin[1])),
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min(tmptmg.size[0],
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max(tmptmg.size[0] - max_margin[0], bbox[2] + min_margin[0])),
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min(tmptmg.size[1],
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max(tmptmg.size[1] - max_margin[1], bbox[3] + min_margin[1])),
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)
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return bbox
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def maybeCrop(self, box, minimum):
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box_area = (box[2] - box[0]) * (box[3] - box[1])
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image_area = self.image.size[0] * self.image.size[1]
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@@ -379,26 +366,16 @@ class ComicPage:
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self.image = self.image.crop(box)
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def cropPageNumber(self, power, minimum):
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if self.fill != 'white':
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tmptmg = self.image.convert(mode='L')
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else:
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tmptmg = ImageOps.invert(self.image.convert(mode='L'))
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tmptmg = tmptmg.point(lambda x: x and 255)
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tmptmg = tmptmg.filter(ImageFilter.MinFilter(size=3))
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tmptmg = tmptmg.filter(ImageFilter.GaussianBlur(radius=5))
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tmptmg = tmptmg.point(lambda x: (x >= 16 * power) and x)
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if tmptmg.getbbox():
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self.maybeCrop(tmptmg.getbbox(), minimum)
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bbox = get_bbox_crop_margin_page_number(self.image, power, self.fill)
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if bbox:
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self.maybeCrop(bbox, minimum)
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def cropMargin(self, power, minimum):
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if self.fill != 'white':
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tmptmg = self.image.convert(mode='L')
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else:
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tmptmg = ImageOps.invert(self.image.convert(mode='L'))
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tmptmg = tmptmg.filter(ImageFilter.GaussianBlur(radius=3))
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tmptmg = tmptmg.point(lambda x: (x >= 16 * power) and x)
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if tmptmg.getbbox():
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self.maybeCrop(self.getBoundingBox(tmptmg), minimum)
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bbox = get_bbox_crop_margin(self.image, power, self.fill)
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if bbox:
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self.maybeCrop(bbox, minimum)
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class Cover:
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