Block Diagram Global Information
B
Block Diagram Global Information
Developed by shreyanshu09
A Transformer architecture model based on the Donut framework, designed to extract overall summary information from block diagram images, supporting English and Korean processing.
Downloads 19
Release Time : 5/25/2024
Model Overview
This model employs a Transformer encoder-decoder architecture, specifically designed for processing block diagram images and extracting their global information. First proposed in the ACL 2024 conference paper, it is suitable for automated information extraction in scenarios such as engineering documents and technical drawings.
Model Features
Bilingual Support
Supports extraction and processing of block diagram information in both English and Korean.
Local-Global Fusion
Utilizes innovative local-global information fusion technology to improve the accuracy of block diagram understanding.
Multi-source Data Training
Trained with a mix of synthetic and real block diagram data to enhance model generalization capabilities.
Model Capabilities
Block Diagram Image Understanding
Technical Document Information Extraction
Multilingual Text Generation
Engineering Drawing Analysis
Use Cases
Technical Document Processing
Engineering Drawing Summary Generation
Automatically extracts key components and connection relationships from engineering block diagrams.
Generates structured text descriptions.
Technical Document Translation Assistance
Automatically translates extracted block diagram information into target languages.
Generates multilingual technical documents.
Educational Applications
Automated Processing of Teaching Materials
Converts hand-drawn block diagrams into structured descriptions.
Assists in the creation of teaching resources.
Featured Recommended AI Models
Š 2025AIbase