Projects

Tennis tracking, real-time detection, and annotation software.

Tennis & tracking

Ball trajectories, player analysis, and match review from tennis recordings.

Bachelor’s thesis2026

Single-camera tennis-ball tracking using adaptive Search/Tight crops, with a demo for reviewing predictions against recorded video.

Sports & computer vision2024

Ball, court, player, and pose detection from tennis recordings, with player positions mapped onto a court minimap.

Motion & trajectories2023

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.

Detection & performance2025

A C++ player-detection pipeline using direct GPU capture and YOLO inference, developed from a Python prototype.

Tools for machine learning2025

An image-labeling tool that combines YOLO predictions with manual corrections and keyboard shortcuts.