Computer VisionFootball Match Analysis
A comprehensive computer vision system for analyzing football match videos. Detects players, tracks ball movement, identifies formations, and generates tactical insights. Uses YOLO and custom models for accurate sports analytics.
Project Duration
Nov 2024 — Dec 2024
Client
Sports ClientNDA
Key Features
Player tracking
Ball detection
Formation analysis
Tactical insights
Heat maps
Statistics
Technology Stack
PythonYOLOOpenCVDeep LearningSports AnalyticsVideo Processing
Project Metrics
94%
accuracy
30
fps
22
players
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