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Layoutlmv2 Finetuned Funsd
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Layoutlmv2 Finetuned Funsd

Developed by nielsr
A document understanding model fine-tuned on the FUNSD dataset based on Microsoft's LayoutLMv2
Text Recognition
Transformers
#Document Understanding#Form Recognition#Multimodal Processing
Downloads 1,319
Release Time : 3/2/2022

Model Overview

This model is specifically designed for document layout understanding and form recognition tasks, capable of analyzing text and layout information in documents

Model Features

Document Layout Understanding
Capable of processing both textual content and visual layout information simultaneously
Form Recognition
Optimized for form understanding tasks, able to identify fields and relationships in forms
Multimodal Processing
Combines text, layout, and visual features for comprehensive analysis

Model Capabilities

Document Layout Analysis
Form Field Recognition
Document Element Classification
Text-Visual Joint Understanding

Use Cases

Document Processing
Form Auto-processing
Automatically identifies and extracts fields and information from forms
Document Structure Analysis
Analyzes the layout structure and element relationships in documents
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