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cifar-10-batches-py

cifar-10-batches-py

 
 

models/DN40_GR_12_DA_True_Theta_1.00_Bottle_False_Batch_size_32

models/DN40_GR_12_DA_True_Theta_1.00_Bottle_False_Batch_size_32

 
 

.gitignore

.gitignore

 
 

README.md

README.md

 
 

cifar10_dataset.py

cifar10_dataset.py

 
 

dense_net.py

dense_net.py

 
 

train_network.py

train_network.py

 
 

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DenseNet

Paper: https://arxiv.org/abs/1608.06993

Build and train a generic DenseNet(-BC) using the CIFAR-10 dataset.

Trained an DenseNet-40 to an error rate of 5.32% with data augmenation. This is comparable to the error reported in the paper of 5.24%.

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Training a Densenet 40 CNN on CIFAR10

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