AI Use Case

Discover anomalies in data scanned from space

Vast amounts of data has been generated by an array of human sensors like telescopes or exploratory spacecraft examining the mysteries of space. Analysing data at this scale is beyond human abilities - especially when part of the challenge is to find things that we did not know existed - so machine learning plays a vital role. Ultimately this may lead to the discovery of something as exciting as extra-terrestrial beings - but that is probably at least as distant as the creation of Artificial General Intelligence....

Function

Benefits

Data - Data mapping / labelling,Operational - Service / outcome scaling

Case Studies

"""University of California, Berkeley ""~Researchers at UC Berkeley find 72 previously undetected bursts in data gathered on FRB 121102 using machine learning",Cray~Cray's CosmoFlow can now predict cosmological parameters with unprecedented accuracy with a deep learning 3D convolutional neural network

Industry

Public And Social Sector

Government

Data Sets

Images,Time series,Structured / Semi-structured

AI Technologies

Machine Learning (ML),ML Task - Grouping - Anomaly Detection

Potential Vendors

Intel