Took a break from posting for a while. I’ve refreshed the website look, and have a few blog post ideas!



My recent term project for CSCE-636 (Deep Learning) this past semester looked at testing image Augmentation techniques and Stochastic Weight averaging (SWA) in Residual networks for the CIFAR-10 dataset. Though my data augmentation and SWA techniques did not help me improve my baseline accuracy (95.15%), I was able to get some great experience with CNNs and deep learning architectures!

 

architecture diagram

 



I’m thrilled to announce that I recently had an accepted submission to Intelligent Vehicles this year. Unfortunately, the conference this year was completely virtual - but very understandable given the current state of affairs.

~ Full Paper Link ~