AI Architecture Diagram Braille Conversion System
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Solution Overview
Problem
Existing unified markup modeling languages (UMMLs) lack the capability to represent standardized visualizations of end-to-end artificial intelligence (AI) architectures, leading to inconsistent visualizations that hinder the provision of AI architectures to people with visual disabilities.
Innovation Solution
A system that converts unstandardized AI architecture diagrams into braille language diagrams by generating vectors representing the architecture components, functions, and connections, and applying standardized features to represent these elements in braille symbols, enabling unified and standardized visualizations.
Engineering Contradictions & Design Principles
Engineering Contradiction Analysis
1Adaptability or versatility
If unstandardized AI architecture diagrams are used, then flexibility in representation is maintained, but visualization consistency and accessibility for people with visual disabilities deteriorate
Solution Approach 1:
The patent transforms unstandardized AI architecture diagrams into standardized representations by changing key parameters including visual elements (shapes, colors, sizes) into consistent Braille-coded symbols. This parameter transformation maintains the original diagram's information content while achieving visualization consistency through standardized Braille notation for all architectural components and their relationships.
2Adaptability or versatility
If unstandardized AI architecture diagrams are used, then representation flexibility is maintained, but accessibility for people with visual disabilities deteriorates
Solution Approach 1:
The patent introduces Braille language as an intermediary medium between visual AI architecture diagrams and people with visual disabilities. The system converts visual diagram elements (nodes, edges, shapes, colors) into corresponding Braille symbols and tactile representations, enabling visually impaired users to access and understand AI architecture information through touch and Braille reading.
3Reliability
If standardized visualization is implemented, then visualization consistency is improved, but system complexity increases
Solution Approach 1:
The patent segments the AI architecture diagram into discrete standardized elements (input nodes, output nodes, processing layers, connections) and assigns specific Braille symbols to each segment type. This segmentation approach enables systematic conversion of complex diagrams into structured Braille representations, managing system complexity through modular element classification and standardized symbol assignment.
Data Source
AI summary
A system is configured for converting an unstandardized architecture diagram into a braille language diagram is disclosed. The system receives the unstandardized architecture diagram which includes a plurality of architecture components. The system receives a standardized model that includes features to depict the architecture components of the unstandardized architecture diagram in a standard format. The system determines the architecture components, their connections, and their sequences from the unstandardized architecture diagram. The system determines the features to depict the architecture components of the unstandardized architecture diagram in the standard format. The system applies the identified features on the identified architecture components in the unstandardized architecture diagram. The system determines a standardized graphical representation of the unstandardized architecture diagram. The system converts the standardized graphical representation of the unstandardized architecture diagram into a braille language diagram.