This repository contains a comprehensive computer vision/machine learning football project that uses YOLO for object detection, Kmeans for pixel segmentation, optical flow for motion tracking, and perspective transformation to analyze player movements in football videos
☆1,027Apr 23, 2024Updated 2 years ago
Alternatives and similar repositories for football_analysis
Users that are interested in football_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:
- ☆260Oct 8, 2025Updated last year
- This project analyzes Tennis players in a video to measure their speed, ball shot speed and number of shots. This project will detect pla…☆904Aug 12, 2024Updated 2 years ago
- ⚽Empowering football enthusiasts with in-depth match analysis using YOLO object detection for player tracking, speed calculation, team dy…☆64May 5, 2024Updated 2 years ago
- Demo on how to compute soccer ball possession automatically using AI.☆309Dec 20, 2023Updated 2 years ago
- A comprehensive tool for processing and analyzing video footage, producing detailed insights into gameplay and player performance enhanci…☆183Jan 14, 2025Updated 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.
- An advanced project leveraging YOLO and OpenCV to automate soccer match analysis. It tracks players, detects key events, and generates co…☆47Oct 25, 2026Updated last week
- computer vision and sports☆5,475Aug 28, 2026Updated 2 months ago
- Desktop application for analyzing a football game. It supports many features like player detection, automatic offense and defense calcula…☆52Mar 6, 2024Updated 2 years ago
- 🏀 Basketball Video Analysis: Leverage automated detection and tracking of players, ball, and team assignments using advanced object trac…☆197May 6, 2025Updated last year
- [CVPRW'24] SoccerNet Game State Reconstruction: End-to-End Athlete Tracking and Identification on a Minimap (CVPR24 - CVSports workshop)☆470May 2, 2026Updated 6 months ago
- ☆225Aug 2, 2022Updated 4 years ago
- 📊⚽ A collection of football analytics projects, data, and analysis by Edd Webster (@eddwebster), including a curated list of publicly a…☆2,835Oct 9, 2025Updated last year
- ☆14May 23, 2024Updated 2 years ago
- [CVPR 2025] "Towards Universal Soccer Video Understanding".☆237Sep 8, 2025Updated last year
- End-to-end encrypted cloud storage - Proton Drive • AdSpecial offer: 40% Off Yearly / 80% Off First Month. Protect your most important files, photos, and documents from prying eyes.
- FootAndBall: Integrated player and ball detector☆137Jul 5, 2023Updated 3 years ago
- The "Football Match Analyzer" project leverages advanced computer vision techniques to analyze football matches. Using the YOLO (You Only…☆35May 20, 2024Updated 2 years ago
- ☆23Aug 27, 2024Updated 2 years ago
- ☆11Dec 4, 2023Updated 2 years ago
- This repository contains a computer vision/machine learning football project that uses YOLO for object detection, Kmeans for pixel segmen…☆27Oct 24, 2024Updated 2 years ago
- A python package for turning sports video into csv files☆329Dec 19, 2023Updated 2 years ago
- optasoccer is a Python library for reading opta soccer data☆11Mar 14, 2024Updated 2 years ago
- ☆22Jul 29, 2024Updated 2 years ago
- Soccer pitch segmentation and camera calibration in two steps. Step 1, pixelwise segmentation of an broacast image of a soccer game into …☆43Aug 3, 2023Updated 3 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.
- Official implementation of paper - PnLCalib: Sports Field Registration via Points and Lines Optimization☆112Oct 26, 2026Updated last week
- SoccerNet@CVPR | 1st place solution for Ball Action Spotting Challenge 2023☆30Aug 9, 2024Updated 2 years ago
- Football Data Processing & Visualization☆92Jun 1, 2024Updated 2 years ago
- BE for a 'football pitwall' toy application project, for analysing build-up situations☆10May 20, 2024Updated 2 years ago
- ☆39Feb 27, 2025Updated last year
- Graphs and passing networks in football.☆141Oct 8, 2026Updated 3 weeks ago
- [CIKM 2026] ELASTIC: Trajectory-Based Synchronization of Event and Tracking Data in Soccer☆51Sep 7, 2026Updated 2 months ago
- SkillCorner Open Data with 10 matches of broadcast tracking data.☆452Sep 14, 2026Updated last month
- Convert broadcast data to tracking data using Computer Vision☆58May 13, 2026Updated 5 months ago
- Virtual machines for every use case on DigitalOcean • AdGet dependable uptime with 99.99% SLA, simple security tools, and predictable monthly pricing with DigitalOcean's virtual machines, called Droplets.
- Repository containing all necessary codes to get started on the SoccerNet Tracking challenge. This repository also contains benchmark met…☆113Jul 7, 2023Updated 3 years ago
- SoccerNet@CVPR | 1st place solution for Ball Action Spotting Challenge 2023☆140Jul 2, 2023Updated 3 years ago
- ☆54Apr 27, 2024Updated 2 years ago
- ☆15Jan 22, 2025Updated last year
- A General Framework for Jersey Number Recognition in Sports Video☆74Oct 7, 2024Updated 2 years ago
- ☆41Oct 5, 2026Updated last month
- ⛏⚽ Scrape soccer data from Club Elo, ESPN, FBref, Football-Data.co.uk, Sofascore, SoFIFA, Understat and WhoScored.☆2,133Updated this week