hgupt3 / TRACELinks
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.
☆116Updated 2 years ago
Alternatives and similar repositories for TRACE
Users that are interested in TRACE are comparing it to the libraries listed below
Sorting:
- Tennis analysis using deep learning and machine learning☆156Updated 11 months ago
- Deep learning network for detecting tennis court☆187Updated last year
- Unofficial PyTorch implementation of TrackNet☆142Updated last year
- ☆28Updated 2 years ago
- ☆80Updated 4 years ago
- ☆108Updated 3 years ago
- Tracking a table tennis ball in 3d using two cameras, and analyzing the result.☆118Updated 3 years ago
- Implementation of paper - TrackNetV3: Enhancing ShuttleCock Tracking with Augmentations and Trajectory Rectification☆116Updated 3 months ago
- Open-source Monocular Python HawkEye for Tennis☆547Updated last year
- This computer vision project analyzes tennis match videos using cutting-edge techniques. It employs YOLOv8 for player detection, finetune…☆50Updated 9 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…☆670Updated 11 months ago
- Heatmap based high speed tiny sport objects tracking based on TrackNet☆50Updated 5 years ago
- TrackNetV3 : Beyond TrackNetV2 ,and "First" TrackNet using Attention☆106Updated 2 months ago
- TrackNet for badminton tracking using tensorflow2☆193Updated last year
- A Tennis dataset and models for event detection & commentary generation☆100Updated last month
- [BMVC2023] Widely Applicable Strong Baseline for Sports Ball Detection and Tracking☆129Updated last year
- Demo on how to compute soccer ball possession automatically using AI.☆258Updated last year
- Pytorch implementation of TrackNet☆29Updated 2 years ago
- ☆224Updated last year
- Machine learning and computer vision to detect and analyze basketball shots in real-time (2023)☆210Updated 6 months ago
- Python Implementation of paper "Robust Camera Calibration for Sport Videos using Court Models"☆11Updated last year
- ☆194Updated 3 years ago
- A comprehensive tool for processing and analyzing video footage, producing detailed insights into gameplay and player performance enhanci…☆131Updated 6 months ago
- Deep Learning model to track a pickleball's location in a video of a match☆13Updated last year
- Object detection and tracking in sports videos☆18Updated 2 years ago
- Cool experiments at the intersection of Computer Vision and Sports ⚽🏃☆519Updated last year
- [CVPRW'24] SoccerNet Game State Reconstruction: End-to-End Athlete Tracking and Identification on a Minimap (CVPR24 - CVSports workshop)☆320Updated 3 months ago
- This is a project of Camera-Based Table Tennis Posture Analysis.☆42Updated 3 years ago
- Court detection for Tennis☆20Updated 2 years ago
- ☆9Updated last year