|
gptkbp:instanceOf
|
gptkb:convolutional_neural_network
|
|
gptkbp:activatedBy
|
gptkb:ReLU
|
|
gptkbp:author
|
Alex Krizhevsky, Ilya Sutskever, Geoffrey E. Hinton
|
|
gptkbp:developedBy
|
gptkb:Alex_Krizhevsky
gptkb:Geoffrey_Hinton
gptkb:Ilya_Sutskever
|
|
gptkbp:digestSize
|
224x224 pixels
|
|
gptkbp:frameworks
|
gptkb:TensorFlow
gptkb:Caffe
gptkb:PyTorch
|
|
https://www.w3.org/2000/01/rdf-schema#label
|
AlexNet architecture
|
|
gptkbp:influenced
|
gptkb:GoogLeNet
gptkb:ResNet
gptkb:VGGNet
|
|
gptkbp:introducedIn
|
gptkb:ImageNet_Large_Scale_Visual_Recognition_Challenge_2012
2012
|
|
gptkbp:level
|
8
|
|
gptkbp:notableFor
|
popularizing deep learning in computer vision
winning ImageNet 2012 by a large margin
|
|
gptkbp:notablePublication
|
gptkb:ImageNet_Classification_with_Deep_Convolutional_Neural_Networks
https://papers.nips.cc/paper/2012/hash/c399862d3b9d6b76c8436e924a68c45b-Abstract.html
|
|
gptkbp:numberOfConvolutionalLayers
|
5
|
|
gptkbp:numberOfFullyConnectedLayers
|
3
|
|
gptkbp:publishedIn
|
gptkb:NIPS_2012
|
|
gptkbp:usesDataAugmentation
|
yes
|
|
gptkbp:usesDropout
|
yes
|
|
gptkbp:usesGPU
|
yes
|
|
gptkbp:usesMaxPooling
|
yes
|
|
gptkbp:bfsParent
|
gptkb:AlexNet_paper
|
|
gptkbp:bfsLayer
|
7
|