Statements (22)
| Predicate | Object |
|---|---|
| gptkbp:instanceOf |
gptkb:convolutional_neural_network
|
| gptkbp:basedOn |
compound scaling method
|
| gptkbp:developedBy |
gptkb:Google_AI
|
| gptkbp:hasOfficialRepository |
https://github.com/tensorflow/tpu/tree/master/models/official/efficientnet
|
| gptkbp:hasParameterCount |
19 million
|
| gptkbp:hasTop1AccuracyOnImageNet |
83.0%
|
| gptkbp:hasTop5AccuracyOnImageNet |
96.3%
|
| gptkbp:inputImageSize |
380x380
|
| gptkbp:introducedIn |
2019
|
| gptkbp:partOf |
EfficientNet family
|
| gptkbp:predecessor |
gptkb:EfficientNet-B3
|
| gptkbp:pretrainedWeightsAvailable |
yes
|
| gptkbp:publishedIn |
gptkb:ICML_2019
|
| gptkbp:successor |
gptkb:EfficientNetV2
|
| gptkbp:usedFor |
image classification
|
| gptkbp:usesActivationFunction |
gptkb:Swish
|
| gptkbp:usesDepthwiseSeparableConvolutions |
yes
|
| gptkbp:usesNormalization |
Batch Normalization
|
| gptkbp:usesSqueezeAndExcitation |
yes
|
| gptkbp:bfsParent |
gptkb:EfficientNet
|
| gptkbp:bfsLayer |
8
|
| https://www.w3.org/2000/01/rdf-schema#label |
EfficientNet-B4
|