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Donut Base Receipt

Developed by hyunguk1
A receipt recognition model fine-tuned based on naver-clova-ix/donut-base
Large Language Model
Transformers
Open Source License:MIT#Receipt Recognition#Document Understanding#Vision-Language Model
Downloads 19
Release Time : 5/3/2023

Model Overview

This model is a vision-language model based on the Donut architecture, specifically designed for receipt recognition tasks. It can extract structured information from receipt images.

Model Features

Specialized for Receipts
Optimized specifically for receipt recognition tasks
End-to-End Processing
Generates structured output directly from image input
Based on Donut Architecture
Utilizes Transformer architecture for vision-language tasks

Model Capabilities

Receipt Image Recognition
Text Information Extraction
Structured Data Generation

Use Cases

Business Automation
Expense Reimbursement Processing
Automatically recognizes receipt information submitted by employees
Reduces manual data entry workload
Retail Data Analysis
Extracts product purchase information from receipts
Used for sales analysis and inventory management
Personal Finance Management
Automated Spending Records
Automatically records personal spending information
Simplifies personal finance management process
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