Web: http://arxiv.org/abs/2201.10060

Jan. 26, 2022, 2:11 a.m. | Mansooreh Montazerin, Soheil Zabihi, Elahe Rahimian, Arash Mohammadi, Farnoosh Naderkhani

cs.LG updates on arXiv.org arxiv.org

Recently, there has been a surge of significant interest on application of
Deep Learning (DL) models to autonomously perform hand gesture recognition
using surface Electromyogram (sEMG) signals. DL models are, however, mainly
designed to be applied on sparse sEMG signals. Furthermore, due to their
complex structure, typically, we are faced with memory constraints; require
large training times and a large number of training samples, and; there is the
need to resort to data augmentation and/or transfer learning. In this paper, …

arxiv cv transformer vision

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