Abstract Inthispaperwedescribeanewmobilearchitecture, MobileNetV2,thatimprovesthestateoftheartperfor- manceofmobilemodelsonmultipletasksandbench- marksaswellasacrossaspectrumofdifferentmodel sizes.Wealsodescribeefficientwaysofapplyingthese mobilemodelstoob