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.
☆725Updated 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:
- Deep learning network for detecting tennis court☆212Updated last year
- Tennis analysis using deep learning and machine learning☆171Updated last year
- This repository contains a comprehensive computer vision/machine learning football project that uses YOLO for object detection, Kmeans fo…☆811Updated last year
- Unofficial PyTorch implementation of TrackNet☆156Updated last year
- This computer vision project analyzes tennis match videos using cutting-edge techniques. It employs YOLOv8 for player detection, finetune…☆57Updated last year
- TRACE is a tool that takes a single tennis match video feed and automatically extracts player, court, and ball information. The collected…☆125Updated 2 years ago
- Open-source Monocular Python HawkEye for Tennis☆581Updated last year
- ☆84Updated 4 years ago
- Implementation of paper - TrackNetV3: Enhancing ShuttleCock Tracking with Augmentations and Trajectory Rectification☆140Updated 6 months ago
- ☆236Updated 3 weeks ago
- Tracking a table tennis ball in 3d using two cameras, and analyzing the result.☆123Updated 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…☆102Updated 5 months ago
- ☆32Updated 2 years ago
- A Tennis dataset and models for event detection & commentary generation☆112Updated 4 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
- Demo on how to compute soccer ball possession automatically using AI.☆271Updated last year
- TrackNet for badminton tracking using tensorflow2☆203Updated last year
- TrackNetV3 : Beyond TrackNetV2 ,and "First" TrackNet using Attention☆115Updated 4 months ago
- Machine learning and computer vision to detect and analyze basketball shots in real-time (2023)☆224Updated 8 months ago
- Official research projects of badminton CoachAI☆180Updated last year
- A Pytorch implementation of TrackNetV2 from Tensorflow (ncnn c++ inference)☆43Updated 11 months ago
- Python Implementation of paper "Robust Camera Calibration for Sport Videos using Court Models"☆12Updated last year
- ⚽Empowering football enthusiasts with in-depth match analysis using YOLO object detection for player tracking, speed calculation, team dy…☆48Updated last year
- Cool experiments at the intersection of Computer Vision and Sports ⚽🏃☆527Updated last year
- Pytorch implementation of TrackNet☆31Updated 2 years ago
- ☆46Updated 11 months ago
- Court detection for Tennis☆25Updated 3 years ago
- A comprehensive tool for processing and analyzing video footage, producing detailed insights into gameplay and player performance enhanci…☆141Updated 9 months ago
- Improved version of TrackNetV2☆19Updated 2 years ago