This week we will continue with an applied challenge. Imagine you can obtain high resolution images using a cheap microscope! This is possible thanks to deep learning. Your task this week will be to build a neural network to tackle this challenge. The challenge is based on this paper.
The goal: Build a neural network that takes 14×14 MNIST images and spits them out in higher resolution (28×28).
- x_train_lowres contains 60000 low resolution (14×14) images
- x_train contains 60000 high resolution (28×28) counterparts.