Create colab example
Browse files- colab_example.py +14 -0
colab_example.py
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!pip install transformers
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from transformers import TrOCRProcessor, VisionEncoderDecoderModel
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from PIL import Image
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import requests
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url = 'https://fki.tic.heia-fr.ch/static/img/a01-122-02-00.jpg'
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processor = TrOCRProcessor.from_pretrained('JerryWu/trocr-printed-model')
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model = VisionEncoderDecoderModel.from_pretrained('JerryWu/trocr-printed-model')
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pixel_values = processor(images=image, return_tensors="pt").pixel_values
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image = Image.open(requests.get(url, stream=True).raw).convert("RGB")
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generated_ids = model.generate(pixel_values)
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generated_text = processor.batch_decode(generated_ids, skip_special_tokens=True)[0]
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print(generated_text)
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