Submission Release

Our group consists of myself (Cole Fuerth), Anthony Graziano, and Mathew Pellarin.

Our project has been written in Python, and can be found on GitHub.

There are two executables, we created two because we were unsure whether pre-built layers were allowed:

1. Model.py​ is an implementation of a CNN from scratch using NumPy. The most recent run yielded a 78% accuracy, and took about 10 minutes to train on a CPU.
2. phase_1.ipynb​ is a Jupyter notebook of a model built with Keras. This model has >98% accuracy, and was our first iteration of this project.

Requirements are in requirements.txt​.

It should be noted that the report is written based on the contents of Model.py.