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9fb7711
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1 Parent(s): 9d6747c

Delete image_captioning.py

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  1. image_captioning.py +0 -24
image_captioning.py DELETED
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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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- # Load the models and processor
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- processor_base = BlipProcessor.from_pretrained("Salesforce/blip-image-captioning-base")
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- model_base = BlipForConditionalGeneration.from_pretrained("Salesforce/blip-image-captioning-base")
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-
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- processor_large = BlipProcessor.from_pretrained("Salesforce/blip-image-captioning-large")
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- model_large = BlipForConditionalGeneration.from_pretrained("Salesforce/blip-image-captioning-large")
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-
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- # Define the function for unconditional image captioning
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- def caption_image_unconditional(image):
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- inputs = processor_base(image, return_tensors="pt")
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- outputs = model_base.generate(**inputs)
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- caption = processor_base.decode(outputs[0], skip_special_tokens=True)
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- return caption
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-
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- # Define the function for conditional image captioning
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- def caption_image_conditional(image, text):
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- inputs = processor_large(image, text, return_tensors="pt")
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- outputs = model_large.generate(**inputs)
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- caption = processor_large.decode(outputs[0], skip_special_tokens=True)
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- return caption