Making up Numbers - DCGAN and the MNIST dataset
Recently I have spent some time learning and playing with Generative Adversarial Networks (GANS). In this article I provide a brief introduction into what a ...
Kaggle: Salt Segmentation
This article documents my thoughts and processes on my first Kaggle competition. The objective of this competition was to identify salt from sub-surface geol...
Keras and the MNIST Dataset
In this article, I repeat my previous attempt at training a model to recognise the MNIST hadn-written digits. The difference between these two attempts is th...
Tensorflow and the MNIST Dataset
Neural networks have gained a lot of traction in the past years, yet have remained a machine learning technique that I have not had a chance to learn and pla...