Statements (27)
| Predicate | Object |
|---|---|
| gptkbp:instanceOf |
gptkb:convolutional_neural_network
Image Classification Model |
| gptkbp:activatedBy |
gptkb:Swish
|
| gptkbp:author |
gptkb:Mingxing_Tan
gptkb:Quoc_V._Le |
| gptkbp:availableOn |
gptkb:TensorFlow
gptkb:PyTorch |
| gptkbp:basedOn |
EfficientNet Architecture
|
| gptkbp:developedBy |
gptkb:Google_AI
|
| gptkbp:family |
gptkb:EfficientNet
|
| https://www.w3.org/2000/01/rdf-schema#label |
EfficientNet-B6
|
| gptkbp:improves |
gptkb:Inception-v4
gptkb:ResNet-152 |
| gptkbp:introducedIn |
2019
|
| gptkbp:notablePublication |
gptkb:EfficientNet:_Rethinking_Model_Scaling_for_Convolutional_Neural_Networks
|
| gptkbp:parameter |
43 million
|
| gptkbp:predecessor |
gptkb:EfficientNet-B7
|
| gptkbp:resolution |
528x528
|
| gptkbp:scalingMethod |
Compound Scaling
|
| gptkbp:successor |
gptkb:EfficientNet-B5
|
| gptkbp:trainer |
gptkb:ImageNet
|
| gptkbp:usedFor |
Transfer Learning
Image Classification |
| gptkbp:uses |
Depthwise Separable Convolutions
Squeeze-and-Excitation Blocks |
| gptkbp:bfsParent |
gptkb:EfficientNet
|
| gptkbp:bfsLayer |
6
|