L-VITeX: Light-weight Visual Intuition for Terrain Exploration
Our recent project, L-VITeX, has been featured on Hackster.io, the leading community for engineers. It offers efficient Regions of Interest (RoI) detection using the FOMO tinyML architecture. Achieving over 99% accuracy, it operates on minimal hardware (peak RAM < 50 KB) with near real-time inference speeds under 200 ms.
2023
Team Ogroddot Co-lead of softeare sub-team
Team Ogrodoot , developed under my technical leadership competed in the International Rover Design Challenge 2023. Featuring a mother-daughter robot system and leveraging Meta’s SAM for Martian terrain segmentation, it achieved finalist status and ranked 11th globally, showcasing innovative exploration capabilities.
Team Ogrodoot Co-lead of software sub-team.
The initial suspension test of Ogrodoot, our Mars rover for IRDC 2021, was a key milestone. Post-test, we enhanced the wheel design for better performance. Balancing this demanding project with lab finals and semester exams made it one of our team’s most challenging yet rewarding achievements.