|
gptkbp:instanceOf
|
gptkb:convolutional_neural_network
|
|
gptkbp:activatedBy
|
gptkb:Swish
|
|
gptkbp:architecture
|
gptkb:feedforward_neural_network
|
|
gptkbp:author
|
gptkb:Mingxing_Tan
gptkb:Quoc_V._Le
|
|
gptkbp:basedOn
|
gptkb:EfficientNet-B0
|
|
gptkbp:developedBy
|
gptkb:Google_AI
|
|
gptkbp:family
|
gptkb:EfficientNet
|
|
gptkbp:hasBatchNormalization
|
true
|
|
gptkbp:hasDepthwiseConvolutions
|
true
|
|
gptkbp:hasSqueezeExcitation
|
true
|
|
https://www.w3.org/2000/01/rdf-schema#label
|
EfficientNet-B1
|
|
gptkbp:improves
|
gptkb:Inception-v4
gptkb:ResNet-152
|
|
gptkbp:introducedIn
|
2019
|
|
gptkbp:level
|
88
|
|
gptkbp:notablePublication
|
gptkb:EfficientNet:_Rethinking_Model_Scaling_for_Convolutional_Neural_Networks
https://arxiv.org/abs/1905.11946
|
|
gptkbp:parameter
|
7.8 million
|
|
gptkbp:platform
|
gptkb:TensorFlow
gptkb:PyTorch
|
|
gptkbp:publishedIn
|
gptkb:ICML_2019
|
|
gptkbp:resolution
|
240x240
|
|
gptkbp:scalingMethod
|
compound scaling
|
|
gptkbp:usedFor
|
image classification
|
|
gptkbp:bfsParent
|
gptkb:EfficientNet
|
|
gptkbp:bfsLayer
|
6
|