metadata
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 trained on Financial Documents Clustering Kaggle Dataset.
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 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