Accompanying repository to the deep learning project that I completed for PH0101
See the written report, where I walk you through the entire workflow for this project, including exploratory data analysis, image preprocessing and finally building a convolutional neural network (CNN) with TensorFlow and the Keras API.
Download the source code
$ git clone https://github.com/paulphys/galaxyclassThe source code already includes instructions for downloading the dataset, but in case you want to get it separately
$ curl -LO https://physics.sh/galaxyclass-data.zipStart the notebook
$ jupyter-notebook galaxyclass.ipynb