XOS-superesnet-PROSAGA-码农传奇

Experiments with super resolution.

Currently modified versions of VDSR and LapSRN for 2x are implemented,
trained model on game sprites is on models folders, train parameters
are in experiments folder.

Papers based on:

Deep Laplacian Pyramid Networks for Fast and Accurate Super-Resolution
Accurate Image Super-Resolution Using Very Deep Convolutional Networks
Online Learning Rate Adaptation with Hypergradient Descent
Stochastic Gradient Descent with Warm Restarts

Other references:

Batch Normalization: Accelerating Deep Network Training by Reducing Internal Covariate Shift
Deconvolution and Checkerboard Artifacts