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docling-project/DocumentFigureClassifier

🤗 Hugging Face sourcemit4M params16 MBsafetensors✓ 1 checksumupdated today
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curl -fsSL https://pirateface.co/package.sh | bash -s -- --repo docling-project/DocumentFigureClassifier ./model-folder
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EfficientNet-B0 Document Image Classifier

This is an image classification model based on Google EfficientNet-B0, fine-tuned to classify input images into one of the following 16 categories:

  1. bar_chart
  2. bar_code
  3. chemistry_markush_structure
  4. chemistry_molecular_structure
  5. flow_chart
  6. icon
  7. line_chart
  8. logo
  9. map
  10. other
  11. pie_chart
  12. qr_code
  13. remote_sensing
  14. screenshot
  15. signature
  16. stamp

Citation

If you use this model in your work, please cite the following papers:

@article{Tan2019EfficientNetRM,
  title={EfficientNet: Rethinking Model Scaling for Convolutional Neural Networks},
  author={Mingxing Tan and Quoc V. Le},
  journal={ArXiv},
  year={2019},
  volume={abs/1905.11946}
}

@techreport{Docling,
  author = {Deep Search Team},
  month = {8},
  title = {{Docling Technical Report}},
  url={https://arxiv.org/abs/2408.09869},
  eprint={2408.09869},
  doi = "10.48550/arXiv.2408.09869",
  version = {1.0.0},
  year = {2024}
}