Final project for the introduction to Machine Learning CSE382M course. This project aims to analyze various dimention reduction techniques on the image dataset. The dataset is available for download using the following link
To install all of the necessary packages you can use (don't reccomend so far, but you may try and install a lot of packages that you may not need):
pip install -r requirements.txt
To make all of the images of one size, for the further work, use scripts/resize.ipynb
script.