donut-receipt_v2 Open Source Model - Free for Receipt Recognition and Document Understanding Tasks

Donut Receipt V2

Developed by mychen76

A model fine-tuned based on naver-clova-ix/donut-base, potentially used for receipt recognition or document understanding tasks

Large Language Model

Transformers

Open Source License:MIT #Receipt Recognition #Document Understanding #Vision-Language Model

Downloads 31

Release Time : 9/20/2023

Model Overview

This model is a document understanding model based on the Donut architecture, likely optimized specifically for receipt recognition tasks.

Model Features

Document Understanding Capability

Based on the Donut architecture, capable of understanding both visual and textual information in documents

Receipt Recognition Optimization

Likely specifically optimized for receipt recognition tasks

End-to-End Processing

Can directly generate structured output from image input

Model Capabilities

Document image understanding

Receipt information extraction

Vision-language joint processing

Use Cases

Business Applications

Receipt Digitization

Automatically recognize and extract key information from receipts

Expense Reimbursement Processing

Automatically process amounts, dates and other information in reimbursement documents

Document Processing

Structured Document Generation

Extract structured data from unstructured document images

Featured Recommended AI Models

Empowering the Future, Your AI Solution Knowledge Base

English 简体中文繁體中文にほんご

Donut Receipt V2

Model Overview

Model Features

Model Capabilities

Use Cases

🚀 donut-receipt_v2

🚀 Quick Start

📚 Documentation

Model description

Intended uses & limitations

Training and evaluation data

Training procedure

Training hyperparameters

Training results

Framework versions

📄 License