This repository shows various ways to use deep learning to denoise images, using Cifar10 as dataset and Keras as library.
I made two kinds of noisy images:
- images with random black lines
- images with random colorful lines
Convolutional autoencoder to denoise images.
Another convolutional autoencoder.
Denoising convolutional neural network. https://arxiv.org/pdf/1608.03981v1.pdf
Wide Inference Network with 5 layers of Resnet including Batchnormalization. https://arxiv.org/pdf/1707.05414.pdf
