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import matplotlib.pyplot as plt
from PIL import Image, ImageDraw
class PlotHTR:
def __init__(self, region_alpha = 0.3, line_alpha = 0.3):
self.polygon_color = (238,18,137)
self.region_alpha = region_alpha
self.line_alpha = line_alpha
def plot_regions(self, region_data, image):
"""Plots the detected text regions."""
img = image.copy()
draw = ImageDraw.Draw(img)
for region in region_data:
img_h, img_w = region['img_shape']
region_polygon = list(map(tuple, region['region_coords']))
draw.polygon(region_polygon, fill = self.polygon_color, outline='black')
# Lower alpha value is applied to filled polygons to make them transparent
blended_img = Image.blend(image, img, self.region_alpha)
return blended_img
def plot_lines(self, region_data, image):
"""Plots the detected text lines."""
img = image.copy()
draw = ImageDraw.Draw(img)
for region in region_data:
img_h, img_w = region['img_shape']
line_polygons = region['lines']
print(f'{len(line_polygons)} text lines')
for i, polygon in enumerate(line_polygons):
line_polygon = list(map(tuple, polygon))
draw.polygon(line_polygon, fill = self.polygon_color, outline='black')
# Lower alpha value is applied to filled polygons to make them transparent
blended_img = Image.blend(image, img, self.line_alpha)
return blended_img |