This computer vision project analyzes tennis match videos using cutting-edge techniques. It employs YOLOv8 for player detection, finetuned YOLO for ball tracking, and ResNet50 for extracting court keypoints. Additionally, it calculates player and ball speeds and generates a mini court reflecting player positions.
Open-source Tennis Data Analytics & Interactive Visualizations. Featuring ATP/WTA match statistics, player performance trends, and exploratory data analysis using Python, D3.js & echarts
Single-camera tennis analysis pipeline using YOLO and TrackNet for court, player, and ball detection with geometric reconstruction.
Data Science Project analysing Association of Tennis Professional's (ATP) data.
Tennis match simulator in python that simulates a tennis match game by game based on player ranking.
Python/SQLITE3 based project which scrapes data from ATP Rankings website and uses Matplotlib for data visualization. Also updated to include FastAPI and MCP server deployment on render
A beautiful Flutter application that provides real-time tennis scores, player profiles, match statistics, and ATP/WTA rankings. Built for tennis enthusiasts who want to stay updated with the latest matches and player information.
Tennis Match Analyzer es una aplicación de escritorio diseñada para el análisis detallado de partidos de tenis a partir de videos.
A Tennis Analytics Dashboard that transforms raw match data from SwingVision into actionable insights and beautiful visualizations.
🎾 Track live tennis scores, player profiles, and match stats with LoveGame, the Flutter app designed for tennis fans to stay updated effortlessly.
End-to-end probabilistic tennis modeling pipeline using Elo ratings and Monte Carlo simulation.
This is a tennis match prediction model using random forest
Clean-architecture Flutter app for tennis skill tracking and training goals
Companion for tennis players to manage their matches and tournaments.
The purpose of this project is to access the relationship between age and performance of professional tennis players
Система на основе Computer Vision, позволяющая получать характеристики по видеозаписи игры в теннис двух игроков
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