Spaces:
Running
on
T4
Running
on
T4
MikkoLipsanen
commited on
Create plotting_functions.py
Browse files- plotting_functions.py +39 -0
plotting_functions.py
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import matplotlib.pyplot as plt
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from PIL import Image, ImageDraw
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class PlotHTR:
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def __init__(self, region_alpha = 0.3, line_alpha = 0.3):
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self.region_colors = {'marginalia': (0,201,87), 'page-number': (0,0,255), 'paragraph': (238,18,137), 'case-start': (238,18,137)}
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self.region_alpha = region_alpha
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self.line_alpha = line_alpha
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def plot_regions(self, region_data, image):
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"""Plots the detected text regions."""
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img = image.copy()
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draw = ImageDraw.Draw(img)
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for region in region_data:
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region_type = region['region_name']
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img_h, img_w = region['img_shape']
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region_polygon = list(map(tuple, region['region_coords']))
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color = self.region_colors[region_type]
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draw.polygon(region_polygon, fill = color, outline='black')
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# Lower alpha value is applied to filled polygons to make them transparent
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blended_img = Image.blend(image, img, self.region_alpha)
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return blended_img
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def plot_lines(self, region_data, image):
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"""Plots the detected text lines."""
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img = image.copy()
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draw = ImageDraw.Draw(img)
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for region in region_data:
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img_h, img_w = region['img_shape']
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line_polygons = region['lines']
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region_type = region['region_name']
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color = self.region_colors[region_type]
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for i, polygon in enumerate(line_polygons):
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draw.polygon(polygon, fill = color)
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# Lower alpha value is applied to filled polygons to make them transparent
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blended_img = Image.blend(image, img, self.line_alpha)
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return blended_img
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