Early-exit deep neural networks for distorted images: providing an efficient edge offloading

Roberto G. Pacheco, Fernanda D. V. R. Oliveira, Rodrigo S. Couto

Edge offloading for deep neural networks (DNNs) can be adaptive to the input's complexity by using early-exit DNNs. These DNNs have side branches throughout their architecture, all…