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gptkbp:instanceOf
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gptkb:convolutional_neural_network
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|
gptkbp:architecture
|
gptkb:CNN
|
|
gptkbp:author
|
gptkb:Mingxing_Tan
gptkb:Quoc_V._Le
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|
gptkbp:availableOn
|
gptkb:TensorFlow
gptkb:PyTorch
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|
gptkbp:developedBy
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gptkb:Google_Research
|
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gptkbp:hasVariant
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EfficientNetV2-L
EfficientNetV2-M
EfficientNetV2-S
EfficientNetV2-XL
|
|
https://www.w3.org/2000/01/rdf-schema#label
|
EfficientNetV2
|
|
gptkbp:improves
|
gptkb:ResNet
gptkb:EfficientNet
gptkb:Vision_Transformer_(ViT)
|
|
gptkbp:introducedIn
|
2021
|
|
gptkbp:notableFeature
|
progressive learning
faster inference
faster training
improved parameter efficiency
better accuracy
|
|
gptkbp:notablePublication
|
gptkb:EfficientNetV2:_Smaller_Models_and_Faster_Training
|
|
gptkbp:openSource
|
yes
|
|
gptkbp:predecessor
|
gptkb:EfficientNet
|
|
gptkbp:publishedIn
|
gptkb:ICML_2021
|
|
gptkbp:trainer
|
gptkb:ImageNet
|
|
gptkbp:usedFor
|
computer vision
transfer learning
image classification
|
|
gptkbp:uses
|
progressive learning strategy
fused-MBConv blocks
|
|
gptkbp:bfsParent
|
gptkb:EfficientNet
|
|
gptkbp:bfsLayer
|
6
|