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arkhabbazan
/
ocr-math-captcha

Image-to-Text
Transformers
ONNX
Safetensors
vision-encoder-decoder
image-text-to-text
trocr
ocr
captcha
math-captcha
synthetic-data
Model card Files Files and versions
xet
Community

Instructions to use arkhabbazan/ocr-math-captcha with libraries, inference providers, notebooks, and local apps. Follow these links to get started.

  • Libraries
  • Transformers

    How to use arkhabbazan/ocr-math-captcha with Transformers:

    # Use a pipeline as a high-level helper
    # Warning: Pipeline type "image-to-text" is no longer supported in transformers v5.
    # You must load the model directly (see below) or downgrade to v4.x with:
    # pip install "transformers<5.0.0"
    from transformers import pipeline
    
    pipe = pipeline("image-to-text", model="arkhabbazan/ocr-math-captcha")
    # pip install -U transformers accelerate
    # Load model directly
    from transformers import AutoTokenizer, AutoModelForMultimodalLM
    
    tokenizer = AutoTokenizer.from_pretrained("arkhabbazan/ocr-math-captcha")
    model = AutoModelForMultimodalLM.from_pretrained("arkhabbazan/ocr-math-captcha", device_map="auto")
  • Notebooks
  • Google Colab
  • Kaggle
ocr-math-captcha / assets
160 kB
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  • 2 contributors
History: 1 commit
arkhabbazan's picture
arkhabbazan
AliReza's picture
AliReza
Super-squash branch 'main' using huggingface_hub
6c6afd1 6 days ago
  • captcha-37-plus-13.png
    21.1 kB
    Super-squash branch 'main' using huggingface_hub 6 days ago
  • captcha-clean-10-plus-3.png
    5.07 kB
    Super-squash branch 'main' using huggingface_hub 6 days ago
  • captcha-distorted-18-plus-5.png
    16.3 kB
    Super-squash branch 'main' using huggingface_hub 6 days ago
  • captcha-handwritten-7-plus-12.png
    16.8 kB
    Super-squash branch 'main' using huggingface_hub 6 days ago
  • captcha-sample-1.png
    21.1 kB
    Super-squash branch 'main' using huggingface_hub 6 days ago
  • captcha-sample-2.png
    16.8 kB
    Super-squash branch 'main' using huggingface_hub 6 days ago
  • captcha-sample-3.png
    5.07 kB
    Super-squash branch 'main' using huggingface_hub 6 days ago
  • captcha-sample-4.png
    16.3 kB
    Super-squash branch 'main' using huggingface_hub 6 days ago
  • captcha-sample-clean-14-plus-8.png
    6.79 kB
    Super-squash branch 'main' using huggingface_hub 6 days ago
  • captcha-sample-distorted-arithmetic.png
    17.3 kB
    Super-squash branch 'main' using huggingface_hub 6 days ago
  • captcha-sample-handwritten-9-plus-16.png
    17.6 kB
    Super-squash branch 'main' using huggingface_hub 6 days ago