(This code is incomplete and will not do anything interesting)
Basically, what it will do when its finished is look at half of a symmetrical 12*8 image and tell you if that image is of a space invader or not.
You might ask, why would that be useful at all? Well,
The plan is to build a second neural network that generates images from random noise. The first neural net will be tasked with detecting if the image was generated, or if it is an original space invader. We will train the neural networks until the second generates good looking space invaders, and then voila, we have a way of generating space invaders easily and quickly.
Get LowRes Coder to use this program.