This repository is to practice CNN with cifar datasets.
There are 3 trainable networks in this repo.
- Resnet-152
- Lenet
- Linear classifier
python3 train.py [Resnet or Lenet] --dataset [cifar10 or cifar 100] [-i]where -i option is to initialize the network for the first time.
You need to download Resnet caffemodel file to initialize resnet architecture.
You can download it from here and locate it in cnn_resnet/.
- train.py : main py file to run training
- cifar.py : python3 API to load cifar dataset as a small batch
- net.py : abstract object of the network
- cnn_resnet/ : directory of Resnet-152, containining net source and parameters
- cnn_lenet/ : directory of Lenet, contatining net source and parameters