EdgeViTs: Competing Light-Weight CNNs on Mobile Devices with Vision Transformers
Junting Pan, Adrian Bulat, Fuwen Tan, Xiatian Zhu, Łukasz Dudziak, Hongsheng Li, Georgios Tzimiropoulos, Brais Martínez
Topics & Concepts
Computer scienceFLOPSBottleneckEfficient energy useConvolutional neural networkMobile deviceComputationArtificial intelligenceObject detectionSnapshot (computer storage)ArchitectureComputer engineeringSegmentationDistributed computingAlgorithmParallel computingEmbedded systemEngineeringVisual artsArtOperating systemElectrical engineeringAdvanced Neural Network ApplicationsAdvanced Memory and Neural ComputingVisual Attention and Saliency Detection