Create imageCaptioning.py

#3
by Uzaiir - opened
Files changed (1) hide show
  1. src/models/imageCaptioning.py +15 -0
src/models/imageCaptioning.py ADDED
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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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+
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+ processor = BlipProcessor.from_pretrained("src/models/Caption")
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+ model = BlipForConditionalGeneration.from_pretrained("src/models/Caption")
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+
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+
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+ def generateCaption(image_path):
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+ image = Image.open(image_path).convert("RGB")
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+ inputs = processor(images = image , return_tensors="pt")
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+ output = model.generate(**inputs)
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+ caption = processor.decode(output[0], skip_special_tokens = True)
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+ return caption