AI Use Case

Generate synthetic datasets for deep learning

Synthetic datasets is a way for researchers to train machine learning programs when sufficient real-world data is unavailable, difficult to obtain, or raises ethical or privacy concerns. Certain use cases for AI lend themselves better to synthetic datasets than others.

Function

Information Technology

Other

Benefits

Case Studies

Boston University~Researchers from Boston University improve automatic parameter selection for synthetic data creation,NASA~NASA replaced output from a faulty sensor in space by using other sensor data to predict the ultraviolet radiation sensor measurements with 97% accuracy

Industry

Public And Social Sector

Education And Academia

Data Sets

AI Technologies

Potential Vendors

IBM