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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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from captioning.image_caption import caption_image
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from captioning.url_caption import caption_from_url
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with gr.Blocks() as demo:
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with gr.Tab("Upload Image"):
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gr.Markdown("### Upload an image and get its caption")
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with gr.Row():
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img_input = gr.Image()
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img_output = gr.Textbox(label="Caption")
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img_button = gr.Button("Generate Caption")
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img_button.click(caption_image, inputs=img_input, outputs=img_output)
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with gr.Tab("URL Image Captioning"):
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gr.Markdown("### Enter a webpage URL to caption all images in it")
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url_input = gr.Textbox(label="Page URL")
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url_output = gr.Textbox(label="Captions", lines=20)
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url_button = gr.Button("Generate Captions", scale=-3)
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url_button.click(caption_from_url, inputs=url_input, outputs=url_output)
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demo.launch()
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