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Layoutlmv2 Finetuned Sroie Mod
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Layoutlmv2 Finetuned Sroie Mod

Developed by Theivaprakasham
A document understanding model fine-tuned from microsoft/layoutlmv2-base-uncased, suitable for structured document information extraction tasks
Large Language Model
Transformers
#Document Understanding#Structured Data Extraction#Scanned Document Processing
Downloads 37
Release Time : 3/2/2022

Model Overview

This model is a document understanding model based on the LayoutLMv2 architecture, fine-tuned for extracting key information from structured documents (such as invoices, receipts, etc.).

Model Features

Multimodal Understanding Capability
Combines text and layout information for document understanding
Fine-tuning Optimization
Fine-tuned on specific document understanding tasks to enhance performance
Structured Information Extraction
Excels at extracting key fields from structured documents like invoices and receipts

Model Capabilities

Document Layout Analysis
Text Information Extraction
Structured Data Recognition

Use Cases

Business Document Processing
Invoice Information Extraction
Automatically extracts key information such as vendor, amount, and date from invoices
Receipt Data Recognition
Identifies product lists and total amounts from receipts
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