Statements (24)
| Predicate | Object |
|---|---|
| gptkbp:instanceOf |
Convolutional Neural Network architecture
|
| gptkbp:activatedBy |
gptkb:Swish
|
| gptkbp:author |
gptkb:Mingxing_Tan
gptkb:Quoc_V._Le |
| gptkbp:developedBy |
gptkb:Google_AI
|
| gptkbp:family |
gptkb:EfficientNet
|
| https://www.w3.org/2000/01/rdf-schema#label |
EfficientNet-B0
|
| gptkbp:introduced |
gptkb:EfficientNet:_Rethinking_Model_Scaling_for_Convolutional_Neural_Networks
|
| gptkbp:introducedIn |
2019
|
| gptkbp:license |
Apache 2.0
|
| gptkbp:parameter |
5.3 million
|
| gptkbp:platform |
gptkb:TensorFlow
gptkb:PyTorch |
| gptkbp:pretrainedWeightsAvailable |
true
|
| gptkbp:resolution |
224x224
|
| gptkbp:scalingMethod |
Compound Scaling
|
| gptkbp:top1AccuracyOnImageNet |
77.1%
|
| gptkbp:top5AccuracyOnImageNet |
93.3%
|
| gptkbp:usedFor |
Transfer Learning
Image Classification |
| gptkbp:usesDepthwiseSeparableConvolutions |
true
|
| gptkbp:usesSqueezeAndExcitation |
true
|
| gptkbp:bfsParent |
gptkb:EfficientNet
|
| gptkbp:bfsLayer |
6
|