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Create app.py
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app.py
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import gradio as gr
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import numpy as np
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from PIL import Image
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def halftone_effect(image, shape="circle", dot_size=10):
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# Convert image to grayscale
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img = Image.fromarray(image).convert('L')
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img_array = np.array(img)
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# Get image dimensions
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height, width = img_array.shape
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# Create output image
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output = np.ones((height, width, 3), dtype=np.uint8) * 255
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# Process each pixel
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for y in range(0, height, dot_size):
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for x in range(0, width, dot_size):
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# Get average brightness in this region
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region = img_array[y:y+dot_size, x:x+dot_size]
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if region.size == 0:
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continue
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brightness = np.mean(region) / 255
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# Calculate dot size based on brightness (darker = larger)
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size = int(dot_size * (1 - brightness))
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# Draw shape
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if shape == "circle":
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for i in range(max(0, y - size), min(height, y + size)):
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for j in range(max(0, x - size), min(width, x + size)):
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if (i - y) ** 2 + (j - x) ** 2 <= size ** 2:
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output[i, j] = [0, 0, 0]
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elif shape == "square":
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for i in range(max(0, y - size), min(height, y + size)):
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for j in range(max(0, x - size), min(width, x + size)):
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output[i, j] = [0, 0, 0]
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elif shape == "diamond":
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for i in range(max(0, y - size), min(height, y + size)):
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for j in range(max(0, x - size), min(width, x + size)):
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if abs(i - y) + abs(j - x) <= size:
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output[i, j] = [0, 0, 0]
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return output
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# Create Gradio interface
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interface = gr.Interface(
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fn=halftone_effect,
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inputs=[
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gr.Image(label="Input Image"),
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gr.Dropdown(
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choices=["circle", "square", "diamond"],
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value="circle",
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label="Dot Shape"
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),
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gr.Slider(
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minimum=5,
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maximum=20,
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value=10,
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step=1,
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label="Dot Size"
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)
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],
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outputs=gr.Image(label="Halftone Result"),
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title="Halftone Effect Generator",
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description="Upload an image and create a halftone effect with different shape options!"
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)
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# Launch the app
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interface.launch()
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