This computer vision project analyzes tennis match videos using cutting-edge techniques. It employs YOLOv8 for player detection, finetuned YOLO for ball tracking, and ResNet50 for extracting court keypoints. Additionally, it calculates player and ball speeds and generates a mini court reflecting player positions.
☆80Dec 22, 2025Updated 3 months ago
Alternatives and similar repositories for Tennis-Analysis-System
Users that are interested in Tennis-Analysis-System are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- Tennis analysis using deep learning and machine learning☆206Aug 26, 2024Updated last year
- This project goes beyond traditional video analysis. By leveraging state-of-the-art technologies like YOLO, PyTorch, and CNNs, it provide…☆17May 11, 2024Updated last year
- Unofficial PyTorch implementation of TrackNet☆195Mar 17, 2024Updated 2 years ago
- Object detection and tracking in sports videos☆19Feb 27, 2023Updated 3 years ago
- Open-source Monocular Python HawkEye for Tennis☆659Feb 14, 2024Updated 2 years ago
- Virtual machines for every use case on DigitalOcean • AdGet dependable uptime with 99.99% SLA, simple security tools, and predictable monthly pricing with DigitalOcean's virtual machines, called Droplets.
- This is a project of Camera-Based Table Tennis Posture Analysis.☆51Jun 13, 2022Updated 3 years ago
- ☆116Mar 19, 2022Updated 4 years ago
- ☆45Jan 14, 2023Updated 3 years ago
- Heatmap based high speed tiny sport objects tracking based on TrackNet☆53Jun 7, 2020Updated 5 years ago
- Deep learning network for detecting tennis court☆247Mar 15, 2024Updated 2 years ago
- Implementation of paper - TrackNetV3: Enhancing ShuttleCock Tracking with Augmentations and Trajectory Rectification☆200Apr 15, 2025Updated last year
- Deep Learning model to track a pickleball's location in a video of a match☆24Dec 22, 2023Updated 2 years ago
- Official repository of " SFTrack: A Robust Scale and Motion Adaptive Algorithm for Tracking Small and Fast Moving Objects" (IROS 2024)☆16Mar 9, 2025Updated last year
- [BMVC2023] Widely Applicable Strong Baseline for Sports Ball Detection and Tracking☆166Nov 23, 2023Updated 2 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.
- Court detection for Tennis☆29Oct 22, 2022Updated 3 years ago
- OpenCV를 이용하여 영상에서 테니스 공 궤적 검출 🎾📹☆17Sep 30, 2020Updated 5 years ago
- TrackNet for badminton tracking using tensorflow2☆230Jun 30, 2024Updated last year
- TrackNetV3 : Beyond TrackNetV2 ,and "First" TrackNet using Attention☆141Jun 2, 2025Updated 10 months ago
- Desktop application for analyzing a football game. It supports many features like player detection, automatic offense and defense calcula…☆45Mar 6, 2024Updated 2 years ago
- Python Implementation of paper "Robust Camera Calibration for Sport Videos using Court Models"☆14Nov 15, 2023Updated 2 years ago
- ☆47Jun 14, 2025Updated 10 months ago
- 基于实时骨骼追踪 & AI 动作识别的羽毛球 / 网球运动智能分析☆36Feb 23, 2026Updated last month
- Re-Identification of players in broadcast videos of team sports☆22Nov 30, 2022Updated 3 years ago
- Simple, predictable pricing with DigitalOcean hosting • AdAlways know what you'll pay with monthly caps and flat pricing. Enterprise-grade infrastructure trusted by 600k+ customers.
- ☆15May 22, 2025Updated 10 months ago
- Tennis Detection and Visualization System An advanced computer vision system for tennis match analysis that tracks players and ball move…☆29Jan 30, 2026Updated 2 months ago
- Tennis match analysis via computer vision techniques.☆25Apr 12, 2022Updated 4 years ago
- Pytorch implementation of TrackNet☆32Mar 27, 2023Updated 3 years ago
- Adding confidence to the SPIN mesh.☆13Jun 25, 2023Updated 2 years ago
- Posture correction using computer vision and Mediapipe library enables the detection and correction of poor posture in images and live vi…☆11Apr 9, 2025Updated last year
- Detection and Reconstruction of Transparent Objects with Infrared Projection-based RGB-D Cameras☆13Jan 17, 2021Updated 5 years ago
- This project aims at adjusting the VideoPose3D project from Dario Pavllo, in order to track the trajectories of multiple people and predi…☆10Mar 28, 2021Updated 5 years ago
- xfeat for cpp☆106Nov 28, 2024Updated last year
- Virtual machines for every use case on DigitalOcean • AdGet dependable uptime with 99.99% SLA, simple security tools, and predictable monthly pricing with DigitalOcean's virtual machines, called Droplets.
- ☆13Oct 2, 2024Updated last year
- Tennis Vision: Ball Tracking / Player Detection using OpenCV☆26May 8, 2024Updated last year
- collection of skeleton-based human action recognition☆10Jun 28, 2020Updated 5 years ago
- Code for the paper "Spatial-Temporal Multi-Cuts for Online Multiple-Camera Vehicle Tracking"☆15Apr 12, 2025Updated last year
- The source code for paper:Two-level Consistency Metric for Infrared and Visible Image Fusion☆11Jun 30, 2023Updated 2 years ago
- Tracking a table tennis ball in 3d using two cameras, and analyzing the result.☆130Feb 26, 2022Updated 4 years ago
- Pytorch version of paper 'Predicting Long-Term Skeletal Motions by a Spatio-Temporal Hierarchical Recurrent Network', ECAI 2020☆19Oct 15, 2020Updated 5 years ago