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Create app.py

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  1. app.py +37 -0
app.py ADDED
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+ import gradio as gr
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+ from rembg import remove
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+ from PIL import Image
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+ import io
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+
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+ # Function to remove the background
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+ def remove_background(image):
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+ # Convert the uploaded image to bytes
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+ img_bytes = io.BytesIO()
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+ image.save(img_bytes, format="PNG")
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+ img_bytes = img_bytes.getvalue()
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+
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+ # Use rembg to remove the background
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+ output_bytes = remove(img_bytes)
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+
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+ # Convert the output bytes back to an image
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+ output_image = Image.open(io.BytesIO(output_bytes)).convert("RGBA")
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+ return output_image
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+
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+ # Gradio interface
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+ with gr.Blocks() as demo:
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+ gr.Markdown("# Background Remover AI")
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+ gr.Markdown("Upload an image, and the AI will remove the background for you.")
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+
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+ with gr.Row():
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+ with gr.Column():
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+ input_image = gr.Image(type="pil", label="Upload Image")
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+ with gr.Column():
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+ output_image = gr.Image(type="pil", label="Output Image")
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+
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+ remove_button = gr.Button("Remove Background")
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+
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+ # Link the button to the function
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+ remove_button.click(remove_background, inputs=input_image, outputs=output_image)
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+
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+ # Launch the app
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+ demo.launch()