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--- |
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datasets: |
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- zenoda/trocr-captcha-killer |
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language: |
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- en |
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- zh |
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--- |
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accuracy: 0.937338 |
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``` |
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from transformers import VisionEncoderDecoderModel, TrOCRProcessor |
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from PIL import Image |
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import requests |
|
|
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processor = TrOCRProcessor.from_pretrained("zenoda/trocr-captcha-killer") |
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model = VisionEncoderDecoderModel.from_pretrained("zenoda/trocr-captcha-killer") |
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model.to('cuda') |
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url = 'https://huggingface.co/datasets/zenoda/trocr-captcha-killer/resolve/main/106-1688354008849.png' |
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image = Image.open(requests.get(url, stream=True).raw).convert("RGB") |
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generated_ids = model.generate(processor(image, return_tensors="pt").pixel_values.to('cuda')) |
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predictText = processor.batch_decode(generated_ids, skip_special_tokens=True)[0] |
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print(predictText) |
|
|
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``` |
