Dogs vs. Cats

Code and notebooks for the Kaggle Dogs vs. Cats competition

Overview of the code

• Notebook: Exploratory data analysis of image sizes
• Notebook: Image preprocessing
• preprocess.py Normalize and resize to 224x224

Prerequisites

I use Anaconda Python 3.5 on Ubuntu 14.04.

You should be able to recreate my environment in a new Conda environment via

conda create -n new environment --file requirements.txt

but I've never actually tried this myself. The requirements list is scary long because it was automatically generated. Many of the packages come with a standard Anaconda installation. I would just start with that and add libraries as they are found to be missing.