---
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