zakroum-hicham / football-analysis-CV
This repository contains a computer vision/machine learning football project that uses YOLO for object detection, Kmeans for pixel segmentation, and perspective transformation to analyze player movements in football videos
☆21Updated 6 months ago
Alternatives and similar repositories for football-analysis-CV
Users that are interested in football-analysis-CV are comparing it to the libraries listed below
Sorting:
- A comprehensive tool for processing and analyzing video footage, producing detailed insights into gameplay and player performance enhanci…☆124Updated 4 months ago
- ☆206Updated last year
- 🏀 Basketball Video Analysis: Leverage automated detection and tracking of players, ball, and team assignments using advanced object trac…☆38Updated last week
- Football Match Analysis Using YOLO (You Only Look Once).☆27Updated 5 months ago
- ☆27Updated last year
- Accurately locating each head's position in the crowd scenes is a crucial task in the field of crowd analysis. However, traditional densi…☆21Updated last year
- [CVPRW'24] SoccerNet Game State Reconstruction: End-to-End Athlete Tracking and Identification on a Minimap (CVPR24 - CVSports workshop)☆295Updated 2 weeks ago
- Engineered an AI model utilizing advanced Computer Vision and Google Generative AI to solve math problems by recognizing hand gestures, o…☆21Updated 3 months ago
- ☆12Updated 2 weeks ago
- A Modular End-to-End Tracking Framework for Research and Development 🎯🔬☆139Updated 2 weeks ago
- Repository for implementing moving polygone zone annotators☆18Updated last year
- This project utilizes YOLOv8 for player detection, means to cluster players into two teams, and ByteTracker for player tracking in footba…☆38Updated 6 months ago
- Eye exploration☆28Updated 3 months ago
- Ultralytics Notebooks 🚀☆78Updated last week
- The best football analysis open source project you will see☆11Updated 6 months ago
- ⚽Empowering football enthusiasts with in-depth match analysis using YOLO object detection for player tracking, speed calculation, team dy…☆34Updated last year
- An advanced project leveraging YOLO and OpenCV to automate soccer match analysis. It tracks players, detects key events, and generates co…☆14Updated 8 months ago
- The repository provides code for running inference with the Meta Segment Anything Model 2 (SAM 2), links for downloading the trained mode…☆11Updated 9 months ago
- This Repo, Builds an NLP system that analyzes a TV series with NLP and even creates a character chat bot with LLMs☆39Updated 8 months ago
- ☆67Updated 7 months ago
- Detect keypoints at a football pitch☆17Updated 2 years ago
- This is a computer vision project that utilizes object detection algorithms to analyze football matches videos by finding the position of…☆43Updated last year
- A General Framework for Jersey Number Recognition in Sports Video☆38Updated 7 months ago
- ☆26Updated 11 months ago
- ☆185Updated 2 years ago
- SoccerNet@CVPR | 1st place solution for Camera Calibration Challenge 2023☆39Updated 4 months ago
- ☆71Updated last month
- SL -Shoplifting detection Provides real-time alerts for the SMB market retailers, to monitor and report customer behavior when shopliftin…☆115Updated last year
- The shoplifting prevention solution based on action recognition pipeline.☆40Updated 4 years ago
- Sign Language Alphabet Detection and Recognition using YOLOv8☆44Updated 2 years ago