ImageNet Classification with Deep Convolutional Neural Networks (AlexNet)PDF Download

AlexNet shows how a deep convolutional network, trained with GPUs and practical regularization choices, can perform strongly on large-scale image classification. Architecture and engineering matter together here.

The paper is a useful reminder that a breakthrough may be a combination of ingredients. Look at training details and error analysis alongside the headline benchmark result.