D

Donut Base Sroie

Developed by Prem11100
A document understanding model fine-tuned based on philschmid/donut-base-sroie
Downloads 13
Release Time : 11/3/2022

Model Overview

This model is a document understanding model based on the Donut architecture, specifically fine-tuned for the SROIE dataset to extract structured information from images.

Model Features

Document Image Understanding
Capable of extracting structured information from scanned documents or images
End-to-End Processing
Directly generates structured output from image input without OCR preprocessing
Fine-Tuning Optimization
Specially optimized for the SROIE dataset to enhance receipt information extraction performance

Model Capabilities

Text recognition in images
Structured information extraction
Receipt information parsing
End-to-end document understanding

Use Cases

Document Processing
Receipt Information Extraction
Automatically extracts merchant name, date, amount, and other information from scanned receipt images
Table Data Extraction
Extracts table data from document images and converts it into structured format
Featured Recommended AI Models
AIbase
Empowering the Future, Your AI Solution Knowledge Base
Š 2025AIbase