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.
☆110Updated 2 years ago
Alternatives and similar repositories for TRACE
Users that are interested in TRACE are comparing it to the libraries listed below
Sorting:
- Unofficial PyTorch implementation of TrackNet☆136Updated last year
- Deep learning network for detecting tennis court☆184Updated last year
- Tennis analysis using deep learning and machine learning☆147Updated 10 months ago
- ☆24Updated 2 years ago
- ☆80Updated 4 years ago
- Implementation of paper - TrackNetV3: Enhancing ShuttleCock Tracking with Augmentations and Trajectory Rectification☆108Updated 2 months ago
- This computer vision project analyzes tennis match videos using cutting-edge techniques. It employs YOLOv8 for player detection, finetune…☆44Updated 8 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…☆645Updated 10 months ago
- ☆108Updated 3 years ago
- Heatmap based high speed tiny sport objects tracking based on TrackNet☆50Updated 5 years ago
- ☆9Updated last year
- TrackNet for badminton tracking using tensorflow2☆190Updated last year
- A Pytorch implementation of TrackNetV2 from Tensorflow (ncnn c++ inference)☆33Updated 8 months ago
- Pytorch implementation of TrackNet☆28Updated 2 years ago
- A Tennis dataset and models for event detection & commentary generation☆97Updated 2 weeks ago
- [BMVC2023] Widely Applicable Strong Baseline for Sports Ball Detection and Tracking☆127Updated last year
- TrackNetV3 : Beyond TrackNetV2 ,and "First" TrackNet using Attention☆99Updated last month
- Open-source Monocular Python HawkEye for Tennis☆524Updated last year
- Demo on how to compute soccer ball possession automatically using AI.☆250Updated last year
- Object detection and tracking in sports videos☆18Updated 2 years ago
- Python Implementation of paper "Robust Camera Calibration for Sport Videos using Court Models"☆11Updated last year
- Tracking a table tennis ball in 3d using two cameras, and analyzing the result.☆113Updated 3 years ago
- A comprehensive tool for processing and analyzing video footage, producing detailed insights into gameplay and player performance enhanci…☆129Updated 5 months ago
- Machine learning and computer vision to detect and analyze basketball shots in real-time (2023)☆198Updated 5 months ago
- Court detection for Tennis☆19Updated 2 years ago
- ☆218Updated last year
- Improved version of TrackNetV2☆19Updated 2 years ago
- TeamTrack: An Algorithm and Benchmark Dataset for Multi-Sport Multi-Object Tracking in Full-pitch Videos☆56Updated last year
- ☆16Updated last year
- Deep Learning model to track a pickleball's location in a video of a match☆13Updated last year