Computer Vision
Featured ProjectFootball Analytics
A sophisticated computer vision system for analyzing soccer matches from video files. The platform detects, tracks, and visualizes player and ball movements in real-time, producing rich visualizations including radar diagrams and Voronoi territory maps. It uses advanced ONNX models for player detection, ball tracking, and field detection.
Project Duration
Dec 2024 — Dec 2024
Client
Sports Analytics ClientNDA
Key Features
Real-time player detection and tracking
Ball movement analysis
Team formation visualization
Radar and Voronoi diagrams
Multi-page video processing
Custom team configuration
Technology Stack
PythonYOLOONNXOpenCVDeep LearningComputer Vision
Project Metrics
95%
accuracy
30+
fps
2
teams
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