SriTanyaG commited on
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068a21b
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Create app.py

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  1. app.py +22 -0
app.py ADDED
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+ import gradio as gr
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+ from PIL import Image
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+ from transformers import BlipProcessor, BlipForConditionalGeneration
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+ import torch
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+
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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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+
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+ def caption_image(image):
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+ inputs = processor(image, return_tensors="pt")
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+ out = model.generate(**inputs)
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+ caption = processor.decode(out[0], skip_special_tokens=True)
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+ return caption
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+
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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="Captionify: AI Image Caption Generator"
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+ )
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+
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+ iface.launch()