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I want to Extract the images and its caption from the pdf and save those images with caption in blob storage

I want to Extract the images and its caption from the pdf and save those images with caption in blob storage . Can you suggest me the way to do it . Currently i am thinking of the Object detection model which i have trained on the 20-30 pdf from list of pdf. Will pass the converted image of each page of the pdf to the model and will get the bounding boxes. but don’t whether this will work or not.