A Bayesian Data Augmentation Approach for Learning Deep Models in Keras
Switch branches/tags
Nothing to show
Clone or download
Fetching latest commit…
Cannot retrieve the latest commit at this time.
Permalink
Failed to load latest commit information.
README.md
da_lenet5_mnist.py
da_resnet18_mnist.py
da_resnetpa_mnist.py
image_generator.py
resnet.py

README.md

keras-bda

Train the three sub-networks in the paper "A Bayesian Data Augmentation Approach for Learning Deep Models" (NIPS 2017). The baseline classifiers are Lenet5, ResNet18, ResNetpa on the MNIST dataset . The code was adapted from: https://github.com/lukedeo/keras-acgan