Contrastive Left-Right Wearable Sensors (IMUs) Consistency Matching for HAR

no code implementations • 21 Nov 2023 • Dominique Nshimyimana, Vitor Fortes Rey, Paul Lukowic

Machine learning algorithms are improving rapidly, but annotating training data remains a bottleneck for many applications.

Human Activity Recognition Self-Supervised Learning

Don't freeze: Finetune encoders for better Self-Supervised HAR

no code implementations • 3 Jul 2023 • Vitor Fortes Rey, Dominique Nshimyimana, Paul Lukowicz

Recently self-supervised learning has been proposed in the field of human activity recognition as a solution to the labelled data availability problem.

Human Activity Recognition Self-Supervised Learning