PRSS SwimVision Alpha Announcement

Sean Conway

10/8/20251 min read

PRSS SwimVision – Alpha Test
One camera. Every lane. Every race. Every stroke.

Our landmark alpha test marks a major step toward real-time race intelligence powered by computer vision. SwimVision brings valuable, lane-level analytics to every pool with a single-camera system.

Alpha Highlights
• 2 hrs of continuous and stable operation
• 0.31 ms analysis latency on live 4K streams
• 32 % GPU / 27 % VRAM Utilization (RTX 5000 Ada Laptop)
• Adaptive pool mapping & lane selection
• Automated video + data cataloging
• Real-time swimmer tracking across all lanes

Next Up
→ Enhanced live overlays & "viewport" tracking
→ Metric validation: 5 m sub-splits, underwater speed, stroke count/tempo

This milestone was made possible through collaboration with:

Scott McLean (
Southwestern University) | Mano Gialusis (Dell Technologies) | NVIDIA | Fahri Yaras | Ana Perin

PR Sports Science Team