AkshaySatasiya / Football-Analysis-System
The "Football Match Analyzer" project leverages advanced computer vision techniques to analyze football matches. Using the YOLO (You Only Look Once) object detection model, it accurately tracks players, referees, and the football. Key features include team identification, ball control measurement, and player movement analysis.
☆17Updated 11 months ago
Alternatives and similar repositories for Football-Analysis-System
Users that are interested in Football-Analysis-System are comparing it to the libraries listed below
Sorting:
- get football tracking data from TV broadcast using yoloV5, Deep sort☆72Updated 2 years ago
- ☆50Updated 2 years ago
- ☆185Updated 2 years ago
- Demo on how to compute soccer ball possession automatically using AI.☆240Updated last year
- ☆205Updated last year
- TeamTrack: An Algorithm and Benchmark Dataset for Multi-Sport Multi-Object Tracking in Full-pitch Videos☆53Updated last year
- This repository contains code used to generate visualizations and insights for my Barcalytix Twitter account, aimed at providing a deeper…☆11Updated 2 years ago
- Player detection and ball detection in football matches using image processing(opencv).☆65Updated 5 years ago
- FootAndBall: Integrated player and ball detector☆120Updated last year
- Football/Soccer Pass Receiver Prediction using Object Detection/Graph Neural Networks (GNNs)☆30Updated last year
- A curated list of football analytics awesome resources, articles, books and more!☆175Updated 3 years ago
- How to Detect Football Players and Ball in Real-Time using YOLOv8: A Computer Tutorial☆46Updated 2 years ago
- ⚽Empowering football enthusiasts with in-depth match analysis using YOLO object detection for player tracking, speed calculation, team dy…☆34Updated last year
- YouTube Playlist Link: https://youtube.com/playlist?list=PL16VbpX7xKoVeAn6Vp8aJr6xPMvill00m☆21Updated 3 years ago
- ☆32Updated 3 years ago
- This repository contains a comprehensive computer vision/machine learning football project that uses YOLO for object detection, Kmeans fo…☆711Updated last year
- ☆23Updated 2 years ago
- ProphitBet is a Machine Learning Soccer Bet prediction application. It analyzes the form of teams, computes match statistics and predicts…☆397Updated 3 months ago
- Deep learning based player tracking for sports analysis .☆62Updated 5 years ago
- A Python package for training and analyzing expected goals (xG) models in soccer.☆183Updated 11 months ago
- Collection of references, datasets and software libraries for soccer analytics.☆117Updated 3 years ago
- SkillCorner Open Data with 9 matches of broadcast tracking data.☆226Updated last year
- ☆35Updated 2 years ago
- Predicting soccer matches outcomes with machine learning as time series.☆103Updated 2 years ago
- A comprehensive tool for processing and analyzing video footage, producing detailed insights into gameplay and player performance enhanci…☆124Updated 4 months ago
- Machine learning and computer vision to detect and analyze basketball shots in real-time (2023)☆184Updated 3 months ago
- TRACE is a tool that takes a single tennis match video feed and automatically extracts player, court, and ball information. The collected…☆107Updated last year
- ☆28Updated 3 months ago
- ☆10Updated 2 months ago
- Measuring soccer player's creativity☆37Updated 10 months ago