Sports Tech & Media
Sports Intelligence
Automated Tracking, Event Recognition & Tactical Telemetry
Modern sports analytics requires more than manual post-match tagging. Alector Lab develops high-framerate computer vision architectures that track 22+ players, ball trajectories, and referee kinematics simultaneously. We calibrate multi-camera broadcasts into unified 3D pitch coordinate models for real-time tactical heatmaps, athletic biomechanics, and instant event detection.
Architectural Capabilities
Real-time multi-player tracking with automated occlusion recovery
3D pitch homography calibration from moving broadcast cameras
Automated tactical event recognition (passes, shots, press triggers)
High-speed ball trajectory physics and velocity calculations
Sub-second event clipping and automated highlight compilation
Edge-deployed camera capture units for local pitch-side inference
Designed For
- •Professional sports leagues and governing federations
- •Sports analytics & scouting technology platforms
- •Broadcasting and media companies seeking automated highlights
- •Athletic performance & biomechanics tracking labs
Production Outcomes
✓Sub-15ms frame tracking latency on multi-camera 1080p60 feeds
✓99.4% player ID continuity through dense goal-mouth occlusions
✓10x faster match data turnaround compared to manual human tagging
✓Broadcast-grade telemetry overlays generated in real time
Core Technologies
PyTorchTensorRTByteTrackOpenCVCUDA C++WebRTC
Inquire About Sports Intelligence
Discuss architecture, deployment topology, and timeline with our engineering team.