Deep Learning

Street Sign Localization and Identification

Independent research to locate and identify street signs in the Mapillary Traffic Sign Dataset.

Real-Time Intelligent Audio and Object Detection for Low-Cost Robotics Systems

Teaching a GoPiGo3 miniature robot car to complete a scavenger hunt.

Agent: Ms Pacman

Teaching an agent to play Ms Pacman

Satellite Image Segmentation

Segmentation of areal satellite imagery with U-Net CNN.

Detecting Fraudulent Network Traffic

Classifying fraudulent network traffic using a stacked autoencoder

Classifying Toxic Comments

Multi-label classification of online comments using RNN.