The final form of this project suffers from one main issue which is simultaneously a plus: the simplicity of the neural network. While the simplicity of the neural network allows for relatively fast training, the output of the neural network therefore mirrors that simplicity, with not much ability to keep color well or produce particularly believable interpolation. While results are promising, the neural network will have to be made more advanced to allow for better results, visually speaking.
