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56eeada
1 Parent(s): df8cd02

Create app.py

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  1. app.py +17 -0
app.py ADDED
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+ from transformers import pipeline
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+ import gradio as gr
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+ from PIL import Image
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+ pipe = pipeline("image-to-text", model="Salesforce/blip-image-captioning-large")
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+ def generate_caption(image):
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+ # Generate a caption for the image
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+ captions = pipe(image)
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+ return captions[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="pil", label="Upload an Image"),
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+ outputs=gr.Textbox(label="Generated Caption"),
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+ title="Image Caption Generator",
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+ description="Upload an image to generate a caption using the BLIP model."
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+ )
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+ if __name__ == "__main__":
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+ demo.launch(share=True)