ds4sd/DocumentFigureClassifier

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}
}