hgupt3 / TRACE
TRACE is a tool that takes a single tennis match video feed and automatically extracts player, court, and ball information. The collected information allows us to see the top-view of the tennis match in progress.
☆93Updated last year
Alternatives and similar repositories for TRACE:
Users that are interested in TRACE are comparing it to the libraries listed below
- Tennis analysis using deep learning and machine learning☆128Updated 7 months ago
- Deep learning network for detecting tennis court☆147Updated last year
- ☆78Updated 3 years ago
- Unofficial PyTorch implementation of TrackNet☆107Updated last year
- This computer vision project analyzes tennis match videos using cutting-edge techniques. It employs YOLOv8 for player detection, finetune…☆36Updated 5 months ago
- This project analyzes Tennis players in a video to measure their speed, ball shot speed and number of shots. This project will detect pla…☆566Updated 7 months ago
- ☆103Updated 3 years ago
- Implementation of paper - TrackNetV3: Enhancing ShuttleCock Tracking with Augmentations and Trajectory Rectification☆82Updated 8 months ago
- A Tennis dataset and models for event detection & commentary generation☆89Updated 4 years ago
- ☆18Updated 2 years ago
- Tracking a table tennis ball in 3d using two cameras, and analyzing the result.☆106Updated 3 years ago
- A Pytorch implementation of TrackNetV2 from Tensorflow (ncnn c++ inference)☆24Updated 4 months ago
- TrackNetV3 : Beyond TrackNetV2 ,and "First" TrackNet using Attention☆86Updated 7 months ago
- Heatmap based high speed tiny sport objects tracking based on TrackNet☆47Updated 4 years ago
- OpenCV-Python code for calculating homography transformation. This code is part of the material of the course "Computer Vision and Machin…☆37Updated 4 years ago
- Open-source Monocular Python HawkEye for Tennis☆481Updated last year
- Improved version of TrackNetV2☆16Updated last year
- Object detection and tracking in sports videos☆17Updated 2 years ago
- ☆181Updated 2 years ago
- Python Implementation of paper "Robust Camera Calibration for Sport Videos using Court Models"☆11Updated last year
- ☆192Updated last year
- [BMVC2023] Widely Applicable Strong Baseline for Sports Ball Detection and Tracking☆106Updated last year
- FootAndBall: Integrated player and ball detector☆116Updated last year
- Court detection for Tennis☆16Updated 2 years ago
- Pytorch implementation of TrackNet☆22Updated 2 years ago
- TrackNet for badminton tracking using tensorflow2☆166Updated 9 months ago
- [CVPRW'24] SoccerNet Game State Reconstruction: End-to-End Athlete Tracking and Identification on a Minimap (CVPR24 - CVSports workshop)☆282Updated last month
- ☆35Updated 2 years ago
- A modular end-to-end tracking framework for research and development☆124Updated 4 months ago
- Tennis match analysis via computer vision techniques.☆21Updated 2 years ago