Statements (27)
| Predicate | Object |
|---|---|
| gptkbp:instanceOf |
gptkb:convolutional_neural_network
|
| gptkbp:achievedTop1AccuracyOnImageNet |
77.15%
|
| gptkbp:achievedTop5AccuracyOnImageNet |
93.56%
|
| gptkbp:advantage |
feature reuse
improved parameter efficiency mitigates vanishing-gradient problem |
| gptkbp:describedInPaper |
gptkb:Densely_Connected_Convolutional_Networks
|
| gptkbp:growthForm |
32
|
| gptkbp:hasParameterCount |
33.3 million
|
| https://www.w3.org/2000/01/rdf-schema#label |
DenseNet-264
|
| gptkbp:implementedIn |
gptkb:TensorFlow
gptkb:PyTorch |
| gptkbp:introduced |
gptkb:Laurens_van_der_Maaten
gptkb:Gao_Huang gptkb:Kilian_Q._Weinberger gptkb:Zhuang_Liu |
| gptkbp:introducedIn |
2017
|
| gptkbp:level |
264
|
| gptkbp:partOf |
DenseNet family
|
| gptkbp:usedFor |
image classification
|
| gptkbp:usedOnDataset |
gptkb:CIFAR-10
gptkb:CIFAR-100 gptkb:ImageNet |
| gptkbp:usesDenseBlocks |
yes
|
| gptkbp:usesSkipConnections |
yes
|
| gptkbp:bfsParent |
gptkb:DenseNet
|
| gptkbp:bfsLayer |
6
|