abdullahtarek / basketball_analysisLinks
🏀 Basketball Video Analysis: Leverage automated detection and tracking of players, ball, and team assignments using advanced object tracking, zero-shot classification, and keypoint detection with YOLO models for comprehensive basketball game analysis
☆134Updated 9 months ago
Alternatives and similar repositories for basketball_analysis
Users that are interested in basketball_analysis are comparing it to the libraries listed below
Sorting:
- ☆241Updated 4 months ago
- A comprehensive tool for processing and analyzing video footage, producing detailed insights into gameplay and player performance enhanci…☆156Updated last year
- This repository contains a computer vision/machine learning football project that uses YOLO for object detection, Kmeans for pixel segmen…☆28Updated last year
- Demo on how to compute soccer ball possession automatically using AI.☆286Updated 2 years ago
- Machine learning and computer vision to detect and analyze basketball shots in real-time (2023)☆239Updated last year
- [CVPRW'24] SoccerNet Game State Reconstruction: End-to-End Athlete Tracking and Identification on a Minimap (CVPR24 - CVSports workshop)☆374Updated 9 months ago
- [CVPRW 2025] McByte - tracking in sports without training (No Train Yet Gain)☆84Updated 6 months ago
- This repository contains a comprehensive computer vision/machine learning football project that uses YOLO for object detection, Kmeans fo…☆870Updated last year
- ☆206Updated 3 years ago
- Deep learning network for detecting tennis court☆232Updated last year
- This is a computer vision project that utilizes object detection algorithms to analyze football matches videos by finding the position of…☆56Updated 2 years ago
- AI Basketball Referee☆351Updated last year
- ☆86Updated 5 years ago
- TRACE is a tool that takes a single tennis match video feed and automatically extracts player, court, and ball information. The collected…☆137Updated 2 years ago
- Spatio-Temporal Classification of 🏀 Basketball Actions using 3D-CNN Models on the SpaceJam Dataset.☆85Updated 4 years ago
- The system detects players and the ball with YOLO, assigns teams via zero-shot jersey classification, tracks ball possession, maps court …☆36Updated 6 months ago
- ☆114Updated 3 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…☆787Updated last year
- get football tracking data from TV broadcast using yoloV5, Deep sort☆82Updated 3 years ago
- An advanced project leveraging YOLO and OpenCV to automate soccer match analysis. It tracks players, detects key events, and generates co…☆33Updated last year
- [CVPR CVSPORTS 2025] Official implementation of paper - SoccerNet-v3D: Leveraging Sports Broadcast Replays for 3D Scene Understanding☆21Updated 7 months ago
- ☆69Updated last year
- ☆15Updated 8 months ago
- Detect keypoints at a football pitch☆24Updated 3 years ago
- Unofficial PyTorch implementation of TrackNet☆175Updated last year
- ☆42Updated 2 years ago
- Cool experiments at the intersection of Computer Vision and Sports ⚽🏃☆537Updated 2 years ago
- Tennis analysis using deep learning and machine learning☆195Updated last year
- Eye exploration☆31Updated 2 months ago
- SoccerNet@CVPR | 1st place solution for Camera Calibration Challenge 2023☆56Updated last year