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AttendNets: Tiny Deep Image Recognition Neural Networks for the Edge via Visual Attention Condensers
[article]
2020
arXiv
pre-print
While significant advances in deep learning has resulted in state-of-the-art performance across a large number of complex visual perception tasks, the widespread deployment of deep neural networks for TinyML applications involving on-device, low-power image recognition remains a big challenge given the complexity of deep neural networks. In this study, we introduce AttendNets, low-precision, highly compact deep neural networks tailored for on-device image recognition. More specifically,
arXiv:2009.14385v1
fatcat:ur7ix4qzmfbzxjft5gnk7ukrzy