Sports Tech · Analytics
Tactico AI — Sports Performance Analytics
Computer-vision pipeline that tracks every player and the ball, auto-detects passes, shots, and tactical formations, and turns 90 minutes of footage into searchable highlights.
30 FPS
Real-time tracking
Multi-object
Detection
01
The Challenge
Coaches and analysts spend hours scrubbing through full-match footage to extract a handful of tactical insights — and amateur clubs simply can't afford the manual review that pro teams take for granted.
02
Our Approach
We trained YOLOv8-based player and ball detectors on football-specific data, layered pose estimation for action classification (passes, shots, tackles), and built a FastAPI service that turns raw video into searchable, time-coded events ready for tactical dashboards.
A 90-minute match becomes a fully indexed, searchable highlight reel in minutes. Coaches build tactical reports in real time, and clubs at every level get pro-grade analysis without a video department.
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