Abstract:Convolutional neural networks (CNNs) are deep learning architectures used for image classification that have been improved in recent years to increase their accuracies and reduce their computation times. Hierarchical approaches are based on a step-by-step strategy and aim to optimize performance on difficult tasks by solving successive subtasks. The gain provided by these solutions must be relativized with the explosion in the number of parameters they imply, which makes their implementation on embedded system… Show more
scite is a Brooklyn-based organization that helps researchers better discover and understand research articles through Smart Citations–citations that display the context of the citation and describe whether the article provides supporting or contrasting evidence. scite is used by students and researchers from around the world and is funded in part by the National Science Foundation and the National Institute on Drug Abuse of the National Institutes of Health.