readme: ---
  license: cc-by-nc-sa-4.0
  language:
  - en
  library_name: transformers
  tags:
  - finance
  metrics:
  - accuracy
  ---
  
  ## Model
  
  This model is a fine-tuned version of [microsoft/layoutlmv3-base](https://huggingface.co/microsoft/layoutlmv3-base) trained on [Financial Documents Clustering Kaggle Dataset](https://www.kaggle.com/datasets/drcrabkg/financial-statements-clustering).
  
  It classifies document images into one of the following (5) classes:
  
  - Income Statements
  - Balance Sheets
  - Cash Flows
  - Notes
  - Others
  
  ## Training
  
  This model uses OCR data from [EasyOCR](https://github.com/JaidedAI/EasyOCR) instead of the default Tesseract OCR engine.
  
  ## Libraries
  
  - transformers 4.25.1
  - pytorch-lightning 1.8.6
  - torchmetrics 0.11.0
  - easyocr 1.6.2