SathvikGanta commited on
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78402c8
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Create diagram_extraction.py

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  1. diagram_extraction.py +11 -0
diagram_extraction.py ADDED
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+ import cv2
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+
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+ def extract_diagram(image):
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+ """Extracts the diagram within the largest contour (border)."""
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+ gray = cv2.cvtColor(image, cv2.COLOR_BGR2GRAY)
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+ edges = cv2.Canny(gray, 50, 150)
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+ contours, _ = cv2.findContours(edges, cv2.RETR_EXTERNAL, cv2.CHAIN_APPROX_SIMPLE)
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+
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+ largest_contour = max(contours, key=cv2.contourArea)
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+ x, y, w, h = cv2.boundingRect(largest_contour)
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+ return image[y:y+h, x:x+w]