Tensorflow Implementation of DenseNets
Two types of Densely Connected Convolutional Networks (DenseNets) are available:
Each model can be tested on such datasets:
Example run:
python train_densenet_cifar.py
There are also many other implementations - they may be useful also.
Citation:
@article{Huang2016Densely,
author = {Huang, Gao and Liu, Zhuang and Weinberger, Kilian Q.},
title = {Densely Connected Convolutional Networks},
journal = {arXiv preprint arXiv:1608.06993},
year = {2016}
}
Dependencies
Repo supported with requirements file - so the easiest way to install all just run pip install -r requirements.txt
.