| from transformers import pipeline | |
| from PIL import Image | |
| import requests | |
| url = "https://datasets-server.huggingface.co/assets/hf-internal-testing/example-documents/--/hf-internal-testing--example-documents/test/2/image/image.jpg" | |
| image = Image.open(requests.get(url, stream=True).raw) | |
| doc_question_answerer = pipeline("document-question-answering", model="magorshunov/layoutlm-invoices") | |
| preds = doc_question_answerer( | |
| question="What is the total amount? |