work AI Image Classification and Artifact Identification A robust detection framework using LeViT and Neighboring Pixel Representation achieving 99.21% accuracy on CIFAKE. Streak Artifact Suppression in High-Intensity Focused Ultrasound and Histotripsy Images Fourier-attention U-Net to suppress streak artifacts in B-mode ultrasound images. Reconstruction of Ultrasound Super-Resolution Images Hybrid Attention-Based U-Net for enhancing Ultrasound Localization Microscopy with sparse data. Visualisations for Machine Learning Interactive tools and visualizations that simplify complex machine learning concepts. Variational Autoencoder on FPGA A 16-bit fixed-point quantized VAE for processing MNIST on a Nexys 4 FPGA with near-instantaneous inference. fun Bicycle Safety App for Android An Android app that utilizes phone sensors for real-time detection of overspeeding, falls, and geographical boundary breaches.
