TF-ID

TF-ID

Identification tools for tables and charts in academic literature

  • Extract tables and charts from academic papers
  • Provide model versions with and without titles
  • Fine tuning checkpoints from Microsoft/Florence-2 model
  • Support training custom models
  • Open source model weights and manually annotated datasets
  • Provide detailed training and usage guidelines

Product Details

TF-ID is a series of object detection models created by Yifei Hu for extracting tables and charts from academic papers. These models are fine tuned based on Microsoft/Florence-2 checkpoints, providing versions with or without title text, aimed at improving the accessibility and processing efficiency of academic literature information.