Part IV: Develop a Neural Network to solve the problem

This task is like the standard problem of reading a hand written digit with the MNIST dataset. There a countless good tutorials online, so I will not repeat this here.

I developed a simple CNN that can reliable read the digits from a live ticker. The scripts can be found on my Github page. I used my CPD-dataset to train the model. This model will be used in the later parts of this blog-series.