Projects
Auto-Colorization of Historical Black and White Images
Tackling colourization of black and white images with CNNs.
Denoising Renderings using Deep Learning
Use Deep Learning to reduce noise in computer generated imagery.
Fashion Bot: Outfit Recommendation
Recommend fashion fits with Neutral Collaborative Filtering.
Is Hashing All You Need For Implicit Neural Representations
Understanding hashing in the context of Implicit Neural Representations.
QuSparse Quantum Approaches to Sparse Signal Reconstruction
Use Quantum ML to preserve quality of sparse signals.
Real-Time Trading with Sequence Models and Reinforcement Learning
Use sequence modelling and DRL to create a real time trading system.
Fall Project Review Session (Internal)
Internal project review with academia and industry advisors.
Wind Turbine Audibility - Aercoustics collab
Providing an ML solution for the turbine audibility problem to Aercoustics Ltd.
WallStreetBots2
Continuation of 2021’s WallStreetBots with a twist -- crypto price prediction.
12-Lead ECG Reconstruction
Reconstructing the 12-lead ECG information from only 2-3 lead signals.
WallStreetBots: Stock Price Prediction
Price prediction and portfolio/market analysis using NLP and reinforcement learning.
Real-Time: Real Estate Price Prediction
Real estate price prediction on a real-time dataset.
ECG Analysis Using Deep CNNs
An application of deep convolutional neural network model to specify cardiovascular diseases via analyzing ECG
Employee Attrition Factors Prediction
Using ML to identify and combat employee attrition factors
Handwriting Recognition Using Deep Learning
Recognizing Handwritten Text in Physical Documents
SmileDetector: Detecting and Rating Smiles
A web application that uses machine learning to detect and rate smiles
Out-Of-Distribution Detection (OoDD)
A Research Project on Benchmarking the Latest Generative Model Based OoOD Methods.
Rust for Machine Learning: Benchmarking Performance in One-shot
Reproducing "Siamese Neural Networks for One-shot Image Recognition" and benchmarking implementation performance and results.
Hand Gestures and Hand Tracking for Web Browsing
Developing hand gesture detection for controlling web browsing.
Real Estate Price Prediction
Real estate price prediction and transfer learning with CNNs.
The Humerus Bot
An applied ML NLP project designed to win Cards Against Humanity, a popular humor-based party game. **[Full]**
MISTR
The UofT Machine Intelligence Student Team Runner (MISTR) is a Discord bot serving the UTMIST Discord server.
