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.
☆842Aug 12, 2024Updated last year
Alternatives and similar repositories for tennis_analysis
Users that are interested in tennis_analysis are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- This repository contains a comprehensive computer vision/machine learning football project that uses YOLO for object detection, Kmeans fo…☆932Apr 23, 2024Updated 2 years ago
- TRACE is a tool that takes a single tennis match video feed and automatically extracts player, court, and ball information. The collected…☆147May 24, 2023Updated 2 years ago
- Tennis match analysis via computer vision techniques.☆26Apr 12, 2022Updated 4 years ago
- Implementation of paper - TrackNetV3: Enhancing ShuttleCock Tracking with Augmentations and Trajectory Rectification☆210Apr 15, 2025Updated last year
- ☆47Jan 14, 2023Updated 3 years ago
- GPU virtual machines on DigitalOcean Gradient AI • AdGet to production fast with high-performance AMD and NVIDIA GPUs you can spin up in seconds. The definition of operational simplicity.
- This Repo, Builds an NLP system that analyzes a TV series with NLP and even creates a character chat bot with LLMs☆45Aug 24, 2024Updated last year
- TrackNetV3 : Beyond TrackNetV2 ,and "First" TrackNet using Attention☆142Jun 2, 2025Updated 11 months ago
- [BMVC2023] Widely Applicable Strong Baseline for Sports Ball Detection and Tracking☆171Nov 23, 2023Updated 2 years ago
- Project for detecting tennis ball using OpenCV library and Python. Prerequisites. Linux environment,; installed OpenCV tools.☆40Dec 18, 2022Updated 3 years ago
- A Tennis dataset and models for event detection & commentary generation☆126Jun 20, 2025Updated 10 months ago
- TrackNet for badminton tracking using tensorflow2☆234Jun 30, 2024Updated last year
- ☆118Mar 19, 2022Updated 4 years ago
- The goal of the project is to develop a tennis Hawkeye system based on videos captured by four cameras on the court to determine whether …☆25Nov 1, 2024Updated last year
- ☆58Nov 5, 2024Updated last year
- 1-Click AI Models by DigitalOcean Gradient • AdDeploy popular AI models on DigitalOcean Gradient GPU virtual machines with just a single click. Zero configuration with optimized deployments.
- Court detection for Tennis☆30Oct 22, 2022Updated 3 years ago
- ☆248Oct 8, 2025Updated 6 months ago
- Pytorch implementation of TrackNet☆32Mar 27, 2023Updated 3 years ago
- ☆27Aug 8, 2023Updated 2 years ago
- Paper research on tennis☆47Jul 4, 2020Updated 5 years ago
- Heatmap based high speed tiny sport objects tracking based on TrackNet☆53Jun 7, 2020Updated 5 years ago
- ☆15May 22, 2025Updated 11 months ago
- ☆33Sep 21, 2019Updated 6 years ago
- 🏀 Basketball Video Analysis: Leverage automated detection and tracking of players, ball, and team assignments using advanced object trac…☆162May 6, 2025Updated last year
- Proton VPN Special Offer - Get 70% off • AdSpecial partner offer. Trusted by over 100 million users worldwide. Tested, Approved and Recommended by Experts.
- In this group project carried out with @Anannyap7, the aim is to take a professional badminton match video as an input and predict the mo…☆57Jun 30, 2023Updated 2 years ago
- Deep Learning model to track a pickleball's location in a video of a match☆25Dec 22, 2023Updated 2 years ago
- Official research projects of badminton CoachAI☆234Aug 10, 2024Updated last year
- ☆24Jan 5, 2026Updated 4 months ago
- The dataset THETIS (Three dimEnsional TennIs Shots) was captured by a Kinect device. It consists of 8374 video sequences performed by 55 …☆48Nov 7, 2025Updated 5 months ago
- ☆12Mar 15, 2023Updated 3 years ago
- ☆17Dec 7, 2025Updated 4 months ago
- Early detecting of lung cancer using the Luna data set with LIDC IDRI annotations using two models nodule classification"Googlent model" …☆16Sep 30, 2022Updated 3 years ago
- Computer vision and deep learning on tennis video☆47May 18, 2020Updated 5 years ago
- Managed Kubernetes at scale on DigitalOcean • AdDigitalOcean Kubernetes includes the control plane, bandwidth allowance, container registry, automatic updates, and more for free.
- detecting tennis court keypoints with yolo☆10Apr 19, 2026Updated 2 weeks ago
- Cool experiments at the intersection of Computer Vision and Sports ⚽🏃☆548Dec 12, 2023Updated 2 years ago
- computer vision and sports☆4,961Nov 7, 2025Updated 5 months ago
- Badminton Pose Analysis for coaching and pose correction☆116Dec 28, 2021Updated 4 years ago
- ☆11Mar 28, 2024Updated 2 years ago
- OpenCV를 이용하여 영상에서 테니스 공 궤적 검출 🎾📹☆18Sep 30, 2020Updated 5 years ago
- [CVPR CVSPORTS 2025] Official implementation of paper - SoccerNet-v3D: Leveraging Sports Broadcast Replays for 3D Scene Understanding☆45Jun 18, 2025Updated 10 months ago