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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
Potential Vendors
IBM
Industry
Public And Social Sector
Education And Academia
Data Sets
AI Technologies
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