Hawk-Eye Clone
Recreation of the Hawk-Eye visualization system used in tennis broadcasts, but using AI-upscaled real video for the ball impact points instead of CGI.
selected work
Recreation of the Hawk-Eye visualization system used in tennis broadcasts, but using AI-upscaled real video for the ball impact points instead of CGI.
Triangulation of ball and player positions in real-time using six cameras around a padel court and estimation of trajectories for prediction of future positions, for use in match analysis.
Master's thesis on the use of synthetic data generated from 3D models and a game engine for training object detection models, as an alternative to manual annotation of real images.
Bachelor's thesis on the mobile deployment of an inertial movement detection model for tracking human movement using smartphone sensors, without the use of GPS.
Design and deployment of a computer vision system that detects if a climber is well tied in before they start climbing, to prevent accidents.