Spring 2024
Student projects will be listed here at the end of the semester for future reference.
Spring 2023
We had a set of very good oral presentations of final projects. These projects covered a wide range of topics including finance, security, transportation, arts, and physics.
Credit Card Fraud Detection, by Colin Blake, Kevin Wang, and Eric Wenner. <pdf> <slides>
Detection of Pools in Satellite Imagery using Yolov8 and Roboflow, by Elliot Weiner and Ryan Roos. <pdf> <slides>
Using Machine Learning to Assist Hardware Attacks, by Amelia Kwak, Soner Seckiner, and Jacob Sepinuck. <pdf> <slides>
SG-Net: Real-Time Multi-Task Autonomous Vehicle Vision, by Enis Zuo, Haixi Zhang, and Yufeng Yang. <pdf> <slides>
Short-Term Traffic Flow Prediction using Knn and LSTM, by Lydia King, Yifei Jin, and Oswald Garcia. <pdf> <slides>
Automatic Number Plate Recognition, by Manyang Piyin, Peter Han, Samuel Lee. <pdf> <slides>
Pedestrian Crossing Time Prediction and Risk Identification, by Zhenyu Pan, Zhuo Liu, and Yongchao Liu. <pdf>
Beatbox to Analog Drum Translation Using a Convolutional Neural Network, by Joe Bumpus, Noah Miller, and Julia Weinstock. <pdf> <slides>
Impressionist Painting Classifier, by Xiaoshan Liu and Danielle Williams. <pdf> <slides>
Data Augmentation of Heat-Like Equations using Physics-Informed Neural Network, by Bin Hoang and Migara Jayasingha. <pdf> <slides>