Create app.py
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app.py
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import cv2
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import numpy as np
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import gradio as gr
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# ⬇️ Main function for sketch
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def convert_to_sketch(image):
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# BGR में कन्वर्ट (Gradio image is in RGB)
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img = cv2.cvtColor(image, cv2.COLOR_RGB2BGR)
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gray = cv2.cvtColor(img, cv2.COLOR_BGR2GRAY)
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inv_gray = 255 - gray
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blur = cv2.GaussianBlur(inv_gray, (21, 21), 0)
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inv_blur = 255 - blur
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sketch = cv2.divide(gray, inv_blur, scale=256.0)
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return sketch
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# ⬇️ Gradio Interface
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app = gr.Interface(
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fn=convert_to_sketch,
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inputs=gr.Image(type="numpy", label="अपनी इमेज अपलोड करो (Colorful)"),
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outputs=gr.Image(type="numpy", label="Sketch वाली इमेज यहाँ मिलेगी 🎨"),
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title="📸 Color to Sketch - Devanagari OCR Friendly",
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description="किसी भी रंगीन इमेज को ब्लैक एंड वाइट स्केच में बदलो, ठीक वैसे जैसे तुमने पूछा था!",
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)
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# Run karo!
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app.launch()
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