Apple’s MobileOne Backbone Reduces Inference Time to Under One Millisecond on an iPhone12 and Reaches 75.9% Top-1 Accuracy on ImageNet

In the new paper An Improved One millisecond Mobile Backbone, an Apple research team presents MobileOne, a novel mobile backbone that cuts inference time to under one millisecond on an iPhone12 and reaches 75.9 percent top-1 accuracy on ImageNet.

accuracy ai apple artificial intelligence computer vision & graphics deep-neural-networks imagenet image recognition inference machine learning machine learning & data science ml research technology time top