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Update app.py
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app.py
CHANGED
@@ -5,20 +5,14 @@ from PIL import Image
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import io
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# Function to convert image to sketch with adjustable outline thickness
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def image_to_sketch(image
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gray_image = cv2.cvtColor(image, cv2.COLOR_BGR2GRAY)
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inverted_image = 255 - gray_image
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blurred_image = cv2.GaussianBlur(inverted_image, (21, 21), 0)
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inverted_blurred = 255 - blurred_image
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sketch = cv2.divide(gray_image, inverted_blurred, scale=256.0)
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adaptive_thresh = cv2.adaptiveThreshold(sketch, 255, cv2.ADAPTIVE_THRESH_MEAN_C, cv2.THRESH_BINARY, 9, 2)
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# Apply morphological operation to thicken the outlines
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kernel = np.ones((kernel_size, kernel_size), np.uint8)
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sketch = cv2.dilate(adaptive_thresh, kernel, iterations=1)
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return sketch
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# Streamlit app layout
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import io
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# Function to convert image to sketch with adjustable outline thickness
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def image_to_sketch(image):
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gray_image = cv2.cvtColor(image, cv2.COLOR_BGR2GRAY)
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inverted_image = 255 - gray_image
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blurred_image = cv2.GaussianBlur(inverted_image, (21, 21), 0)
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inverted_blurred = 255 - blurred_image
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sketch = cv2.divide(gray_image, inverted_blurred, scale=256.0)
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return sketch
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# Streamlit app layout
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