This repo is for my Flatiron Data Science program, this being the machine learning project. I developed this notebook to enter the Kaggle competition in August 2019 titled "APTOS 2019 Blindness Detection".
The source data can be obtained at Kaggle: https://www.kaggle.com/c/aptos2019-blindness-detection/discussion/105100#latest-608737
Jupyter notebook: student_v3.ipynb
This Jupyter notebook utilizes Keras packages to create a convolutional neural network that classifies fundus images of retinas into the 5 classes of diabetic retinopathy.