This project analyzes Tennis players in a video to measure their speed, ball shot speed and number of shots. This project will detect players and the tennis ball using YOLO and also utilizes CNNs to extract court keypoints. This hands on project is perfect for polishing your machine learning, and computer vision skills.
☆885Aug 12, 2024Updated 2 years ago
Alternatives and similar repositories for tennis_analysis
Users that are interested in tennis_analysis are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- Deep learning network for detecting tennis court☆271Mar 15, 2024Updated 2 years ago
- Tennis analysis using deep learning and machine learning☆228Aug 26, 2024Updated 2 years ago
- Open-source Monocular Python HawkEye for Tennis☆709Feb 14, 2024Updated 2 years ago
- This repository contains a comprehensive computer vision/machine learning football project that uses YOLO for object detection, Kmeans fo…☆1,002Apr 23, 2024Updated 2 years ago
- Unofficial PyTorch implementation of TrackNet☆245Mar 17, 2024Updated 2 years ago
- Open source password manager - Proton Pass • AdSecurely store, share, and autofill your credentials with Proton Pass, the end-to-end encrypted password manager trusted by millions.
- This computer vision project analyzes tennis match videos using cutting-edge techniques. It employs YOLOv8 for player detection, finetune…☆91Dec 22, 2025Updated 8 months ago
- Tennis match analysis via computer vision techniques.☆26Apr 12, 2022Updated 4 years ago
- ☆52Jan 14, 2023Updated 3 years ago
- ☆92Jul 6, 2021Updated 5 years ago
- TrackNetV3 : Beyond TrackNetV2 ,and "First" TrackNet using Attention☆160Jun 2, 2025Updated last year
- TrackNet for badminton tracking using tensorflow2☆257Jun 30, 2024Updated 2 years ago
- A Tennis dataset and models for event detection & commentary generation☆143Jun 20, 2025Updated last year
- ☆117Mar 19, 2022Updated 4 years ago
- The goal of the project is to develop a tennis Hawkeye system based on videos captured by four cameras on the court to determine whether …☆28Nov 1, 2024Updated last year
- Managed hosting for WordPress and PHP on Cloudways • AdManaged hosting for WordPress, Magento, Laravel, or PHP apps, on multiple cloud providers. Deploy in minutes on Cloudways by DigitalOcean.
- This project goes beyond traditional video analysis. By leveraging state-of-the-art technologies like YOLO, PyTorch, and CNNs, it provide…☆21May 11, 2024Updated 2 years ago
- ☆256Oct 8, 2025Updated 10 months ago
- Court detection for Tennis☆32Oct 22, 2022Updated 3 years ago
- Pytorch implementation of TrackNet☆32Mar 27, 2023Updated 3 years ago
- Object detection and tracking in sports videos☆22Feb 27, 2023Updated 3 years ago
- ☆15May 22, 2025Updated last year
- Unofficial implementation of "TTNet: Real-time temporal and spatial video analysis of table tennis" (CVPR 2020)☆759Aug 2, 2024Updated 2 years ago
- ☆33Sep 21, 2019Updated 6 years ago
- Heatmap based high speed tiny sport objects tracking based on TrackNet☆53Jun 7, 2020Updated 6 years ago
- Deploy on Railway without the complexity - Free Credits Offer • AdConnect your repo and Railway handles the rest with instant previews. Quickly provision container image services, databases, and storage volumes.
- 🏀 Basketball Video Analysis: Leverage automated detection and tracking of players, ball, and team assignments using advanced object trac…☆184May 6, 2025Updated last year
- 🔥 IJCAI 2023 (Macao, S.A.R) - IT4PSS Workshop 🥈☆30Jan 17, 2025Updated last year
- An AI-powered chatbot for coffee shops, integrating LLMs, NLP, and a React Native app for enhanced customer service☆153May 23, 2025Updated last year
- This project demonstrates how to track a ball in a video showcasing a Tennis game by training a custom YOLO detection model. The model is…☆18Jan 4, 2025Updated last year
- Improved version of TrackNetV2☆22May 3, 2023Updated 3 years ago
- Tennis Detection and Visualization System An advanced computer vision system for tennis match analysis that tracks players and ball move…☆66Aug 27, 2026Updated last week
- Python Implementation of paper "Robust Camera Calibration for Sport Videos using Court Models"☆14Nov 15, 2023Updated 2 years ago
- AI-powered padel analytics☆266Oct 21, 2024Updated last year
- ☆56Jul 27, 2023Updated 3 years ago
- Deploy to Railway using AI coding agents - Free Credits Offer • AdUse Claude Code, Codex, OpenCode, and more. Autonomous software development now has the infrastructure to match with Railway.
- ☆25Jan 5, 2026Updated 7 months ago
- Official research projects of badminton CoachAI☆278Jul 17, 2026Updated last month
- PyTorch implementation of the TrackNet Series for real-time tracking of small, fast-moving objects in sports videos. Pre-trained models a…☆29May 13, 2026Updated 3 months ago
- computer vision and sports☆5,331Aug 28, 2026Updated last week
- Detection of tennis players poses, rackets and balls on images and videos☆13Aug 9, 2022Updated 4 years ago
- ☆54Dec 6, 2019Updated 6 years ago
- Cool experiments at the intersection of Computer Vision and Sports ⚽🏃☆554Dec 12, 2023Updated 2 years ago