tennis-analysis

This is a Tennis Analysis using YOLO Models, Ultralytics and CNN Models

Advanced computer vision system for tennis match analysis using YOLO, deep learning, and real-time video analytics. Detects players, tracks the ball, maps court keypoints, and generates rich performance statistics with annotated output videos.

Tennis broadcast analysis pipeline: F3ED shot detection + scoreboard OCR + score-delta reconciler that recovers events the model has no class for (aces, double-faults, first-serve faults). Two-phase Colab→local.

Nous Technology Limited builds SpatialForm, a Personal Athletic Intelligence product that turns Phone Sports Video into Performance Form for tennis movement analysis.

基于LSTM 的网球击球动作识别与时序定位系统（含数据清洗、自动化标注及可视化复盘全流程）基于a-log b-log

SpeedServAI is a machine learning project that tracks tennis players' speed, position, and ball speed in real-time video. Using YOLO for object detection and CNNs for feature extraction, it provides accurate, real-time insights into match dynamics, enhancing performance analysis .

🎾网球高光视频剪辑 Skill：把球场上的好球，剪辑成适合社交媒体发布与传播的高光片段。包括完整回合、技术统计、落点示意与 HTML 训练复盘。

Machine learning based tennis match prediction platform with React frontend and Python backend.

Tennis Dashboard

Tennis statistics and simulation for both the ATP and WTA tours: 1.6M matches back to 1922, rated from scratch with surface-aware Elo, with head-to-heads and point-to-match simulation. Go, PostgreSQL, React and k3s. Live at deucepoint.net

Skeleton-based swing quality analysis system for tennis players

Система на основе Computer Vision, позволяющая получать характеристики по видеозаписи игры в теннис двух игроков