course

Generative Adversarial Networks: Reproducibility Study

A reproducibility test, ablation studies and extension of the seminal Generative Adversarial Networks paper

Image Stitching (Panorama)

Implemented an image stitching algorithm for creating panoramas from successive images from a rotating camera from scratch.

Modified MNIST [Kaggle]

Identifying the highest number present in modified MNIST images containing multiple handwritten digits on random backgrounds using deep learning

SIFT

Implementing Scale Invariant Feature Transform from scratch and feature matching

Reddit Comment Classification [Kaggle]

We analyze different Machine Learning models to process Reddit data and develop a supervised classification model that can predict what community a certain comment came from.