
## 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
{"language": ["en"], "license": "cc-by-nc-sa-4.0", "library_name": "transformers", "tags": ["finance"], "metrics": ["accuracy"]}
transformers pytorch tensorboard layoutlmv3 text-classification finance en license:cc-by-nc-sa-4.0 autotrain_compatible endpoints_compatible has_space region:us
TAGS
#transformers #pytorch #tensorboard #layoutlmv3 #text-classification #finance #en #license-cc-by-nc-sa-4.0 #autotrain_compatible #endpoints_compatible #has_space #region-us 


## 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
## 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
TAGS
#transformers #pytorch #tensorboard #layoutlmv3 #text-classification #finance #en #license-cc-by-nc-sa-4.0 #autotrain_compatible #endpoints_compatible #has_space #region-us 
 ## 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
TAGS
#transformers #pytorch #tensorboard #layoutlmv3 #text-classification #finance #en #license-cc-by-nc-sa-4.0 #autotrain_compatible #endpoints_compatible #has_space #region-us 
## 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