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Upload app.py
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app.py
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import gradio as gr
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import gradio as gr
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import requests
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from PIL import Image
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from transformers import BlipProcessor, BlipForConditionalGeneration
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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(raw_image):
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inputs = processor(raw_image, return_tensors="pt")
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out = model.generate(**inputs)
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return processor.decode(out[0], skip_special_tokens=True)
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demo = gr.Interface(fn=caption_image, inputs="image", outputs="caption")
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demo.launch()
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