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import gradio as gr |
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from PIL import Image |
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from io import BytesIO |
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from src.utils import change_background, matte |
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def process_image(uploaded_file, background_color): |
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print(f"background_color received: {background_color}") |
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if background_color is None: |
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return "Please select a background color." |
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hexmap = { |
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"Transparent (PNG)": "#000000", |
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"Black": "#000000", |
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"White": "#FFFFFF", |
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"Green": "#22EE22", |
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"Red": "#EE2222", |
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"Blue": "#2222EE", |
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} |
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alpha = 0.0 if background_color == "Transparent (PNG)" else 1.0 |
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img_input = uploaded_file |
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img_matte = matte(img_input) |
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img_output = change_background(img_input, img_matte, background_alpha=alpha, background_hex=hexmap[background_color]) |
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return img_output |
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with gr.Blocks() as demo: |
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gr.Markdown(""" |
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# AI Photo Background Removal |
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You want to remove your photo background, but don't have the time and effort to learn photo editing skills? |
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**This app will change or remove your photo background, in seconds.** |
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""") |
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with gr.Row(): |
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image_input = gr.Image(type="pil", label="Upload your photo here") |
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bg_color = gr.Dropdown(choices=["Transparent (PNG)", "White", "Black", "Green", "Red", "Blue"], label="Choose background color") |
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output_image = gr.Image(type="pil", label="Processed Image") |
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btn = gr.Button("Submit") |
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btn.click(fn=process_image, inputs=[image_input, bg_color], outputs=output_image) |
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gr.Examples( |
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examples=[["assets/demo.jpg", "Transparent (PNG)"]], |
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inputs=[image_input, bg_color] |
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) |
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if __name__ == "__main__": |
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demo.launch() |
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