EGALITIE (Athletic Verification): AI Agent Development & Autonomous Logic — Quebec AI Lab
[EXPERIMENTAL]Date
Tech Stack
Computer visionSkill-tieringSports ranking
The Hypothesis
Objective skill-tiering via autonomous computer vision. Eliminates subjective bias in sports ranking.
The Agentic Stack
LLMs
- GPT-4o (for logic)
- Claude 3.5 Sonnet (for code review)
Tools
- MediaPipe (Limb tracking)
- OpenCV (Video processing)
- Supabase (Storage)
Logic Log
Initiating Pose Estimation Model... [RUNNING]. Analyzing joint angles for serve consistency. Calculating displacement delta between amateur and pro-tier kinetic chains. Verification status: PENDING_VIDEO_INPUT.Technical Friction
Low-light latency: Frame-drop during high-velocity swings (over 120fps). Solution: Moving inference to client-side WebGL to reduce server round-trip. Next hurdle: Differentiating between 'slice' and 'top-spin' via shoulder-rotation mapping.
Outcome
In active development. Core vision pipeline and tiering logic in progress.
[DEMO PLACEHOLDER]