A Sequential Concept Drift Detection Method for On-Device Learning on Low-End Edge Devices

Takeya Yamada, Hiroki Matsutani

A practical issue of edge AI systems is that data distributions of trained dataset and deployed environment may differ due to noise and environmental changes over time. Such a phen…