CNN-image-restoration

Theano Neural network implementation: convolutional neural network and recursive neural network.

1. Basic CNN structure for CIFAR-10 dataset classification problem.

2. Additional noise injection, translation, rotation and flipping as data augmentation approaches to improve the test accuracy.

3. CNN structure for corrupted image restoration.