Donut-base-sroie Open-source Model - Free Deployment to Assist Document Understanding Tasks

Donut Base Sroie

Developed by unstructuredio

This model is a fine-tuned version of naver-clova-ix/donut-base on an image folder dataset, suitable for document understanding tasks.

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Release Time : 12/1/2022

Model Overview

This model is a variant of the Donut architecture, specifically optimized for document image understanding and information extraction tasks.

Document Understanding Capability

Optimized specifically for document images, capable of understanding document structure and content

Fine-tuned Version

Fine-tuned based on the naver-clova-ix/donut-base model, optimized for specific tasks

Image Processing

Capable of processing various formats of document image inputs

Document Image Understanding

Structured Information Extraction

Document Content Analysis

Document Processing

Receipt Information Extraction

Extract key information such as amount, date, etc. from scanned receipt images

Table Recognition

Identify table structures in documents and extract content

Office Automation

Document Digitization

Convert paper documents into structured digital information

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