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Delete app.py
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app.py
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import gradio as gr
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from transformers import BlipProcessor, BlipForConditionalGeneration
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from PIL import Image
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# Load BLIP model and processor
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processor = BlipProcessor.from_pretrained("Salesforce/blip-image-captioning-base")
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model = BlipForConditionalGeneration.from_pretrained("Salesforce/blip-image-captioning-base")
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def caption_image(image):
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"""
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Generates a caption for the given image.
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"""
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try:
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# Prepare inputs for image captioning
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inputs = processor(images=image, return_tensors="pt")
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# Generate caption
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outputs = model.generate(**inputs)
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caption = processor.decode(outputs[0], skip_special_tokens=True)
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return caption
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except Exception as e:
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return f"An error occurred: {str(e)}"
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# Gradio Interface
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iface = gr.Interface(
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fn=caption_image,
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inputs=gr.Image(type="pil"),
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outputs="text",
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title="Image Captioning with BLIP",
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description="Upload an image to generate a descriptive caption."
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)
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iface.launch()
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