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kun826/
trocr_handwrite_option4

Name: trocr_handwrite_option4
Availability: InStock

transformers

safetensors

vision-encoder-decoder

image-to-text

mit

endpoints_compatible

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python

from transformers import TrOCRProcessor, VisionEncoderDecoderModel
from PIL import Image
import requests

# load image from the IAM database
url = 'https://fki.tic.heia-fr.ch/static/img/a01-122-02-00.jpg'
image = Image.open(requests.get(url, stream=True).raw).convert("RGB")

processor = TrOCRProcessor.from_pretrained('kun826/trocr_handwrite_option4')
model = VisionEncoderDecoderModel.from_pretrained('kun826/trocr_handwrite_option4')
pixel_values = processor(images=image, return_tensors="pt").pixel_values

generated_ids = model.generate(pixel_values)
generated_text = processor.batch_decode(generated_ids, skip_special_tokens=True)[0]