I’m an informatics student working on computer vision, machine learning, and embedded systems.
Ball trajectories, player analysis, and match review from tennis recordings.
Bachelor’s thesis · 2026
Single-camera tennis-ball tracking.
My bachelor’s thesis uses an adaptive Search/Tight method to track tennis balls. The demo shows precomputed ball, player, pose, and event predictions alongside the recorded match.
Ball, court, player, and pose detection from tennis recordings, with player positions mapped onto a court minimap.
OpenCV-based tennis-ball tracking with court stabilization, speed measurement, trajectory mapping, and CUDA acceleration.
Real-time object detection and tools for preparing training data.
A C++ player-detection pipeline using direct GPU capture and YOLO inference, developed from a Python prototype.
An image-labeling tool that combines YOLO predictions with manual corrections and keyboard shortcuts.