LeNetAlexNetLeNet5AlexNet8 AlexNet VGG.

(AlexNet) AlexNet AlexNet 2012AlexNet ImageNettop-5.

2012KhrizhevskySutskeverHinton8 AlexNetImageNet 201210 .

Understanding the Context

AlexNetPyTorch-CSDN ImageNet classification with deep convolutional neural networks | Communications of the ACM AlexNet.

LeNetAlexNetAlexNet 20221212 NeurIPS 2022 Test.

1.AlexNet --- + --- AlexNet.

AlexNet53 1.1 ReLU tanh sigmoidf (x)=max (0,x).

Key Insights

AlexNet AlexNet2012ImageNetAlex KrizhevskyLeNet 1 .

LeNetAlexNetVGGGoogLeNetCNN RCNNFast RCNNFaster RCNNYOLOYOLOv2SSDCNN2 232.

ILSVRC AlexNet AlexNetHintonILSVRC2012