Edit model card

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
Downloads last month
2,355
Inference Examples
This model does not have enough activity to be deployed to Inference API (serverless) yet. Increase its social visibility and check back later, or deploy to Inference Endpoints (dedicated) instead.

Spaces using curiousily/layoutlmv3-financial-document-classification 7