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from transformers import BlipProcessor, BlipForConditionalGeneration
from PIL import Image
import torch
class ImagePromptModel:
def __init__(self):
self.processor = BlipProcessor.from_pretrained("Salesforce/blip-image-captioning-base")
self.model = BlipForConditionalGeneration.from_pretrained("Salesforce/blip-image-captioning-base")
def generate_prompt(self, image_path):
image = Image.open(image_path).convert('RGB')
inputs = self.processor(images=image, return_tensors="pt")
out = self.model.generate(**inputs)
return self.processor.decode(out[0], skip_special_tokens=True)
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