AI Use Case

Minimise compute resource requirements in portable devices

Minimisation of compute resources to achieve low latency and reduced energy usage. This will be a critical of growing Edge computing applications.

Function

Information Technology

Architecture

Benefits

Operational - Increased machine uptime,Operational - Service / outcome scaling

Case Studies

Apple~Apple iOS 10 creates thematic movies from user photos using facial recognition while remaining low latency,Starkey Hearing Technologies~Starkey Hearing Technologies introduces a hearing aid which automatically adjusts to the acoustic environment using machine learning

Industry

Technology

Internet Services Consumer

Data Sets

Images

AI Technologies

Model Architecture - Convolutional Neural Network (CNN),Algorithm - Distillation,ML Task - Prediction - Multi-class Classification,Machine Learning (ML),ML Task - Prediction - Regression,Traditional AI

Potential Vendors