Projects
AI on the Edge with Robotics
Studio Project: AIER Sep.2024 - Feb.2025
Developed an autonomous targeting AI Cannon system based on NVIDIA Jetson Nano
#robotics #object detection #object tracking
Invisible Watermarks: Attacks and Robustness
Introduction to Deep Learning (IDL) course 11-785 Sep.2024 - Dec.2024
Improving watermark robustness via cascaded image- and latent-space techniques, and enhancing attacks with a custom remover network
#invisible watermark #adversarial attack #generative ai
Generating Yua Han’s SNS Images and Reels
Jul.2024 - Jul.2024
Created virtual human Yua Han's Instagram images and reels video with Dreambooth and Face Reenactment
#generative ai #face reenactment
Semi-supervised learning Knowledge Distillation with feature Augmentation (KDA)
Big Data Computing Course Sep.2023 - Dec.2023
Proposed a novel approach that integrates knowledge distillation with a top-k strategy to enhance classification of semi-supervised learning
#semi-supervised learning #knowledge distillation
Autoencoder-based CNN-LSTM drowsy driving detection model and safe driving system using YOLOv7(5) road front object recognition
Capstone Design2 course Sep.2022 - Dec.2022
Development of Safety Functions Based on Driving Environment and Driver State Recognition
#object detection #object tracking