SaiBrahmam commited on
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f369493
1 Parent(s): f1efdfc

Create app.py

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  1. app.py +23 -0
app.py ADDED
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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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+
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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").to("cuda")
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+
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+ img_url = 'https://www.chitramala.in/wp-content/gallery/pawan-kalyan-pspk25-movie-working-stills/PSPK-25-Movie-Location-Photos-5.jpg'
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+ raw_image = Image.open(requests.get(img_url, stream=True).raw).convert('RGB')
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+
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+ # conditional image captioning
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+ text = "a photography of"
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+ inputs = processor(raw_image, text, return_tensors="pt").to("cuda")
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+
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+ out = model.generate(**inputs)
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+ print(processor.decode(out[0], skip_special_tokens=True))
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+ # >>> a photography of a woman and her dog
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+
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+ # unconditional image captioning
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+ inputs = processor(raw_image, return_tensors="pt").to("cuda")
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+
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+ out = model.generate(**inputs)
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+ print(processor.decode(out[0], skip_special_tokens=True))