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Update app.py
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app.py
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import gradio as gr
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from PIL import Image
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import rembg
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import io
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def
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img_byte_arr = io.BytesIO()
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image.save(img_byte_arr, format='PNG')
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processed_bytes = rembg.remove(img_byte_arr.getvalue())
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if __name__ == "__main__":
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interface.launch()
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import gradio as gr
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from PIL import Image, ImageOps
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import rembg
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import io
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import numpy as np
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def remove_background_add_outline(image, outline_size=5, outline_color=(255, 255, 255)):
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if image is None:
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return None, None
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# Convert image to bytes for rembg
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img_byte_arr = io.BytesIO()
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image.save(img_byte_arr, format='PNG')
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img_byte_arr.seek(0)
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# Remove background
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processed_bytes = rembg.remove(img_byte_arr.getvalue())
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processed_img = Image.open(io.BytesIO(processed_bytes)).convert("RGBA")
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# Add outline
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if outline_size > 0:
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# Create a mask from the alpha channel
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alpha = processed_img.split()[3]
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# Create a slightly larger mask by dilating
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larger_mask = ImageOps.expand(alpha, outline_size, fill=255)
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# Create an outline image
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outline_img = Image.new('RGBA', larger_mask.size, (0, 0, 0, 0))
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outline_color_with_alpha = outline_color + (255,) # Add alpha to color
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# Draw the outline
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for x in range(larger_mask.width):
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for y in range(larger_mask.height):
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if larger_mask.getpixel((x, y)) == 255 and (x < outline_size or y < outline_size or
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x >= processed_img.width or y >= processed_img.height or
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processed_img.getpixel((x-outline_size, y-outline_size))[3] == 0):
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outline_img.putpixel((x, y), outline_color_with_alpha)
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# Combine the outline with the original image
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final_img = Image.new('RGBA', larger_mask.size, (0, 0, 0, 0))
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final_img.paste(outline_img, (0, 0), outline_img)
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final_img.paste(processed_img, (outline_size, outline_size), processed_img)
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else:
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final_img = processed_img
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# Prepare file for download
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download_path = "sticker.png"
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final_img.save(download_path, format="PNG")
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return final_img, download_path
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# Faster but simpler method for adding outline
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def add_outline_simple(image, outline_size=5, outline_color=(255, 255, 255)):
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if image is None:
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return None, None
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# Convert image to bytes for rembg
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img_byte_arr = io.BytesIO()
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image.save(img_byte_arr, format='PNG')
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img_byte_arr.seek(0)
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# Remove background
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processed_bytes = rembg.remove(img_byte_arr.getvalue())
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processed_img = Image.open(io.BytesIO(processed_bytes)).convert("RGBA")
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# Create a larger background image with the outline color
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if outline_size > 0:
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background = Image.new('RGBA',
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(processed_img.width + 2*outline_size,
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processed_img.height + 2*outline_size),
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outline_color + (255,))
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# Paste the processed image onto the background
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background.paste(processed_img, (outline_size, outline_size), processed_img)
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final_img = background
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else:
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final_img = processed_img
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# Prepare file for download
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download_path = "sticker.png"
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final_img.save(download_path, format="PNG")
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return final_img, download_path
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# Gradio Interface
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with gr.Blocks(title="Sticker Maker") as interface:
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gr.Markdown("# Sticker Maker")
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gr.Markdown("Remove background, add white outline, and download as transparent PNG")
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with gr.Row():
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with gr.Column():
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image_upload = gr.Image(label="Upload Image", type="pil")
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outline_size = gr.Slider(label="Outline Thickness", minimum=0, maximum=20, value=5, step=1)
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outline_color = gr.ColorPicker(label="Outline Color", value="#FFFFFF")
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create_btn = gr.Button("Create Sticker")
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with gr.Column():
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output_preview = gr.Image(label="Preview", type="pil")
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output_file = gr.File(label="Download PNG")
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def process_image(image, outline_size, outline_color):
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# Convert hex color to RGB
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r = int(outline_color[1:3], 16)
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g = int(outline_color[3:5], 16)
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b = int(outline_color[5:7], 16)
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rgb_color = (r, g, b)
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# Use the simpler method for better performance
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return add_outline_simple(image, int(outline_size), rgb_color)
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create_btn.click(
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fn=process_image,
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inputs=[image_upload, outline_size, outline_color],
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outputs=[output_preview, output_file]
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)
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if __name__ == "__main__":
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interface.launch()
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