|
gptkbp:instanceOf
|
gptkb:convolutional_neural_network
|
|
gptkbp:activatedBy
|
gptkb:ReLU
|
|
gptkbp:alsoKnownAs
|
gptkb:Inception_v1
|
|
gptkbp:architecture
|
gptkb:model
|
|
gptkbp:arXivID
|
1409.4842
|
|
gptkbp:author
|
gptkb:Scott_Reed
gptkb:Vincent_Vanhoucke
gptkb:Wei_Liu
gptkb:Christian_Szegedy
gptkb:Dragomir_Anguelov
gptkb:Dumitru_Erhan
gptkb:Pierre_Sermanet
gptkb:Yangqing_Jia
gptkb:Andrew_Rabinovich
|
|
gptkbp:contains
|
1x1 convolutions
3x3 convolutions
5x5 convolutions
auxiliary classifiers
average pooling
max pooling
|
|
gptkbp:developedBy
|
gptkb:Google
|
|
gptkbp:digestSize
|
224x224
|
|
gptkbp:frameworksAvailableIn
|
gptkb:TensorFlow
gptkb:Caffe
gptkb:PyTorch
|
|
https://www.w3.org/2000/01/rdf-schema#label
|
GoogLeNet
|
|
gptkbp:inspiredBy
|
gptkb:LeNet
gptkb:Inception-ResNet
gptkb:Inception_v2
gptkb:Inception_v3
gptkb:Inception_v4
|
|
gptkbp:introducedIn
|
2014
|
|
gptkbp:level
|
22
|
|
gptkbp:notableFeature
|
gptkb:Inception_module
|
|
gptkbp:notableFor
|
computational efficiency
auxiliary classifiers
reduced number of parameters
|
|
gptkbp:notablePublication
|
gptkb:Going_Deeper_with_Convolutions
|
|
gptkbp:parameter
|
5 million
|
|
gptkbp:poolingType
|
average pooling
|
|
gptkbp:publishedIn
|
gptkb:CVPR_2015
|
|
gptkbp:successor
|
gptkb:Inception_v2
gptkb:Inception_v3
|
|
gptkbp:top1ErrorRate
|
11.2%
|
|
gptkbp:top5ErrorRate
|
6.67%
|
|
gptkbp:trainer
|
gptkb:ImageNet
|
|
gptkbp:usedFor
|
image classification
object detection
|
|
gptkbp:won
|
gptkb:ILSVRC_2014
|
|
gptkbp:bfsParent
|
gptkb:convolutional_neural_network
gptkb:ImageNet_competition
|
|
gptkbp:bfsLayer
|
5
|