Government Of India
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LayoutLMv3-Finetuned-FUNSD - Form Understanding Model
A fine-tuned version of LayoutLMv3 trained on the FUNSD dataset for form understanding and key-value extraction in scanned documents.
About Model
LayoutLMv3-Finetuned-FUNSD is a specialized version of Microsoft's LayoutLMv3, fine-tuned on the FUNSD dataset for structured document understanding. It is designed for key-value extraction and form processing in visually rich documents, achieving high accuracy in text recognition and layout-based token classification. The model is optimized for tasks such as form parsing, document digitization, and automated information retrieval from scanned forms. With strong evaluation metrics, including high precision, recall, and F1-score, it is an effective solution for OCR-driven document automation workflows.
LayoutLMv3-Finetuned-FUNSD - Form Understanding Model
Metadata
N.A.
nielsr
Token Classification
N.A.
Open
Sector Agnostic
12/03/25 06:35:05
0
Activity Overview
0
4 
327 
0
Tags
- Token Classification
- Transformers
- PyTorch
- TensorBoard
- safetensors
- nielsr/funsd-layoutlmv3
- layoutlmv3
- Generated from Trainer
- Eval Results
- inference endpoints
License Control
N.A.
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