abdullahtarek / football_analysisLinks
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
☆861Updated last year
Alternatives and similar repositories for football_analysis
Users that are interested in football_analysis are comparing it to the libraries listed below
Sorting:
- ☆241Updated 3 months ago
- Demo on how to compute soccer ball possession automatically using AI.☆280Updated 2 years ago
- This project analyzes Tennis players in a video to measure their speed, ball shot speed and number of shots. This project will detect pla…☆774Updated last year
- ☆205Updated 3 years ago
- 🏀 Basketball Video Analysis: Leverage automated detection and tracking of players, ball, and team assignments using advanced object trac…☆125Updated 8 months ago
- ⚽Empowering football enthusiasts with in-depth match analysis using YOLO object detection for player tracking, speed calculation, team dy…☆52Updated last year
- A comprehensive tool for processing and analyzing video footage, producing detailed insights into gameplay and player performance enhanci…☆152Updated last year
- Football/Soccer Pass Receiver Prediction using Object Detection/Graph Neural Networks (GNNs)☆39Updated last year
- [CVPRW'24] SoccerNet Game State Reconstruction: End-to-End Athlete Tracking and Identification on a Minimap (CVPR24 - CVSports workshop)☆357Updated 8 months ago
- Deep learning network for detecting tennis court☆227Updated last year
- This repository contains a computer vision/machine learning football project that uses YOLO for object detection, Kmeans for pixel segmen…☆27Updated last year
- Cool experiments at the intersection of Computer Vision and Sports ⚽🏃☆535Updated 2 years ago
- get football tracking data from TV broadcast using yoloV5, Deep sort☆82Updated 3 years ago
- This is a computer vision project that utilizes object detection algorithms to analyze football matches videos by finding the position of…☆55Updated 2 years ago
- TRACE is a tool that takes a single tennis match video feed and automatically extracts player, court, and ball information. The collected…☆136Updated 2 years ago
- Tennis analysis using deep learning and machine learning☆189Updated last year
- Machine learning and computer vision to detect and analyze basketball shots in real-time (2023)☆238Updated 11 months ago
- Detect keypoints at a football pitch☆24Updated 3 years ago
- ☆53Updated 3 years ago
- The unravelsports package aims to aid researchers, analysts and enthusiasts by providing intermediary steps in the complex process of tur…☆224Updated this week
- Desktop application for analyzing a football game. It supports many features like player detection, automatic offense and defense calcula…☆43Updated last year
- YouTube Playlist Link: https://youtube.com/playlist?list=PL16VbpX7xKoVeAn6Vp8aJr6xPMvill00m☆22Updated 4 years ago
- The Narya API allows you track soccer player from camera inputs, and evaluate them with an Expected Discounted Goal (EDG) Agent. This rep…☆177Updated 2 years ago
- Football Data Processing & Visualization☆81Updated last year
- Player-Localization-and-Field-Estimation☆13Updated 3 years ago
- [CVPRW 2025] McByte - tracking in sports without training (No Train Yet Gain)☆82Updated 5 months ago
- ☆114Updated 3 years ago
- An advanced project leveraging YOLO and OpenCV to automate soccer match analysis. It tracks players, detects key events, and generates co…☆32Updated last year
- ☆85Updated 4 years ago
- Unofficial PyTorch implementation of TrackNet☆173Updated last year