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.
☆739Updated last year
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☆176Updated last year
- Deep learning network for detecting tennis court☆215Updated last year
- TRACE is a tool that takes a single tennis match video feed and automatically extracts player, court, and ball information. The collected…☆130Updated 2 years ago
- Unofficial PyTorch implementation of TrackNet☆161Updated last year
- ☆84Updated 4 years ago
- This repository contains a comprehensive computer vision/machine learning football project that uses YOLO for object detection, Kmeans fo…☆823Updated last year
- Open-source Monocular Python HawkEye for Tennis☆594Updated last year
- ☆235Updated last month
- This computer vision project analyzes tennis match videos using cutting-edge techniques. It employs YOLOv8 for player detection, finetune…☆62Updated last year
- Implementation of paper - TrackNetV3: Enhancing ShuttleCock Tracking with Augmentations and Trajectory Rectification☆146Updated 7 months ago
- Tracking a table tennis ball in 3d using two cameras, and analyzing the result.☆127Updated 3 years ago
- TrackNet for badminton tracking using tensorflow2☆205Updated last year
- A Tennis dataset and models for event detection & commentary generation☆114Updated 5 months ago
- Demo on how to compute soccer ball possession automatically using AI.☆274Updated last year
- ☆205Updated 3 years ago
- ☆114Updated 3 years ago
- 🏀 Basketball Video Analysis: Leverage automated detection and tracking of players, ball, and team assignments using advanced object trac…☆107Updated 6 months ago
- TrackNetV3 : Beyond TrackNetV2 ,and "First" TrackNet using Attention☆117Updated 5 months ago
- Machine learning and computer vision to detect and analyze basketball shots in real-time (2023)☆229Updated 9 months ago
- ☆35Updated 2 years ago
- Official research projects of badminton CoachAI☆184Updated last year
- ☆50Updated last year
- A comprehensive tool for processing and analyzing video footage, producing detailed insights into gameplay and player performance enhanci…☆143Updated 10 months ago
- This repository contains a computer vision/machine learning football project that uses YOLO for object detection, Kmeans for pixel segmen…☆27Updated last year
- YOLOv7 Pose estimation using OpenCV, PyTorch☆370Updated 9 months ago
- ⚽Empowering football enthusiasts with in-depth match analysis using YOLO object detection for player tracking, speed calculation, team dy…☆48Updated last year
- [BMVC2023] Widely Applicable Strong Baseline for Sports Ball Detection and Tracking☆145Updated last year
- [CVPRW'24] SoccerNet Game State Reconstruction: End-to-End Athlete Tracking and Identification on a Minimap (CVPR24 - CVSports workshop)☆348Updated 6 months ago
- A Pytorch implementation of TrackNetV2 from Tensorflow (ncnn c++ inference)☆44Updated last year
- Detect keypoints at a football pitch☆24Updated 2 years ago