| from transformers import TrOCRProcessor, VisionEncoderDecoderModel | |
| from PIL import Image | |
| import requests | |
| url = './dataset/val/0003.png' | |
| image = Image.open(url).convert("RGB") | |
| processor = TrOCRProcessor.from_pretrained('./model/checkpoint-80') | |
| model = VisionEncoderDecoderModel.from_pretrained('./model/checkpoint-80').to("cuda") | |
| pixel_values = processor(images=image, return_tensors="pt").pixel_values.to("cuda") | |
| generated_ids = model.generate(pixel_values) | |
| generated_text = processor.batch_decode(generated_ids, skip_special_tokens=True)[0] | |
| print(generated_text) | |