New dataset aids automated UML diagram generation from sketches

Researchers have introduced CAS2UML, a new dataset designed to facilitate the automated generation of Unified Modeling Language (UML) diagrams from handwritten sketches. The dataset comprises 557 hand-drawn UML diagrams, including class and activity diagrams, each paired with corresponding PlantUML code. This resource aims to improve the reproducibility of research in sketch-to-UML generation by providing executable groundtruth models and validation tools. AI

IMPACT This dataset could accelerate research and development in multimodal AI for software engineering tasks.

RANK_REASON The cluster describes a new academic dataset and associated tools for research purposes. [lever_c_demoted from research: ic=1 ai=1.0]

Read on arXiv cs.CV →

• activity diagrams
• arXiv
• CAS2UML
• class diagrams
• large language models
• Multimodal Ai
• PlantUML
• Unified Modeling Language

• paper
• product

AI-generated summary · Google Gemini · from 1 sources. How we write summaries →