abdullahtarek / tennis_analysisLinks
This project analyzes Tennis players in a video to measure their speed, ball shot speed and number of shots. This project will detect players and the tennis ball using YOLO and also utilizes CNNs to extract court keypoints. This hands on project is perfect for polishing your machine learning, and computer vision skills.
☆653Updated 11 months ago
Alternatives and similar repositories for tennis_analysis
Users that are interested in tennis_analysis are comparing it to the libraries listed below
Sorting:
- Tennis analysis using deep learning and machine learning☆148Updated 10 months ago
- Deep learning network for detecting tennis court☆185Updated last year
- TRACE is a tool that takes a single tennis match video feed and automatically extracts player, court, and ball information. The collected…☆111Updated 2 years ago
- ☆80Updated 4 years ago
- This repository contains a comprehensive computer vision/machine learning football project that uses YOLO for object detection, Kmeans fo…☆752Updated last year
- This computer vision project analyzes tennis match videos using cutting-edge techniques. It employs YOLOv8 for player detection, finetune…☆48Updated 8 months ago
- Unofficial PyTorch implementation of TrackNet☆139Updated last year
- Open-source Monocular Python HawkEye for Tennis☆533Updated last year
- ☆219Updated last year
- Implementation of paper - TrackNetV3: Enhancing ShuttleCock Tracking with Augmentations and Trajectory Rectification☆112Updated 3 months ago
- ☆108Updated 3 years ago
- Demo on how to compute soccer ball possession automatically using AI.☆255Updated last year
- ☆27Updated 2 years ago
- Tracking a table tennis ball in 3d using two cameras, and analyzing the result.☆113Updated 3 years ago
- TrackNet for badminton tracking using tensorflow2☆193Updated last year
- ⚽Empowering football enthusiasts with in-depth match analysis using YOLO object detection for player tracking, speed calculation, team dy…☆38Updated last year
- Machine learning and computer vision to detect and analyze basketball shots in real-time (2023)☆206Updated 5 months ago
- TrackNetV3 : Beyond TrackNetV2 ,and "First" TrackNet using Attention☆102Updated last month
- ☆188Updated 2 years ago
- Official research projects of badminton CoachAI☆154Updated 11 months ago
- A comprehensive tool for processing and analyzing video footage, producing detailed insights into gameplay and player performance enhanci…☆130Updated 6 months ago
- A Tennis dataset and models for event detection & commentary generation☆98Updated 3 weeks ago
- 🏀 Basketball Video Analysis: Leverage automated detection and tracking of players, ball, and team assignments using advanced object trac…☆65Updated 2 months ago
- Cool experiments at the intersection of Computer Vision and Sports ⚽🏃☆517Updated last year
- Court detection for Tennis☆19Updated 2 years ago
- Object detection and tracking in sports videos☆18Updated 2 years ago
- This is a computer vision project that utilizes object detection algorithms to analyze football matches videos by finding the position of…☆47Updated last year
- Improved version of TrackNetV2☆19Updated 2 years ago
- ☆16Updated last year
- ☆313Updated 3 years ago