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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 transformers import pipeline
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image_to_text = pipeline("image-to-text", model="nlpconnect/vit-gpt2-image-captioning")
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def generate_caption(img):
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caption = image_to_text(img)
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return caption[0]['generated_text']
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demo = gr.Interface(
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fn = generate_caption,
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inputs = gr.Image(type = 'filepath'),
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outputs = gr.Textbox(lines = 2),
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)
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demo.launch()
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