TLILIFIRAS / Tennis-Video-Analysis-System-With-YOLO-Pytorch-and-CNNLinks
This project goes beyond traditional video analysis. By leveraging state-of-the-art technologies like YOLO, PyTorch, and CNNs, it provides detailed insights into tennis player performance, helping players and coaches make data-driven decisions to improve their game.
☆14Updated last year
Alternatives and similar repositories for Tennis-Video-Analysis-System-With-YOLO-Pytorch-and-CNN
Users that are interested in Tennis-Video-Analysis-System-With-YOLO-Pytorch-and-CNN are comparing it to the libraries listed below
Sorting:
- ☆30Updated 2 years ago
- Tennis match analysis via computer vision techniques.☆23Updated 3 years ago
- Detection of tennis players poses, rackets and balls on images and videos☆12Updated 3 years ago
- Unofficial PyTorch implementation of TrackNet☆142Updated last year
- ☆80Updated 4 years ago
- This computer vision project analyzes tennis match videos using cutting-edge techniques. It employs YOLOv8 for player detection, finetune…☆51Updated 9 months ago
- Heatmap based high speed tiny sport objects tracking based on TrackNet☆50Updated 5 years ago
- Object detection and tracking in sports videos☆18Updated 2 years ago
- Tennis analysis using deep learning and machine learning☆156Updated 11 months ago
- Deep learning network for detecting tennis court☆190Updated last year
- Open-source Monocular Python HawkEye for Tennis☆547Updated last year
- Paper research on tennis☆41Updated 5 years ago
- Deep Learning model to track a pickleball's location in a video of a match☆13Updated last year
- Tennis Ball Speed Estimation using a Racket-mounted Motion Sensor☆11Updated 6 years ago
- Implementation of paper - TrackNetV3: Enhancing ShuttleCock Tracking with Augmentations and Trajectory Rectification☆118Updated 3 months ago
- ☆109Updated 3 years ago
- Python Implementation of paper "Robust Camera Calibration for Sport Videos using Court Models"☆11Updated last year
- TrackNetV3 : Beyond TrackNetV2 ,and "First" TrackNet using Attention☆107Updated 2 months ago
- TRACE is a tool that takes a single tennis match video feed and automatically extracts player, court, and ball information. The collected…☆116Updated 2 years ago
- ☆20Updated 4 years ago
- AI to play tennis with more fun🥳☆29Updated last year
- A Tennis dataset and models for event detection & commentary generation☆100Updated last month
- rotational data augmentation for yolo☆20Updated 11 months ago
- This is a project of Camera-Based Table Tennis Posture Analysis.☆42Updated 3 years ago
- ☆90Updated last year
- ✂️⚽🖼️ Object Removal without Machine Learning☆20Updated 5 years ago
- Tennis Match Analyzer: A computer vision project that tracks players, balls, and court boundaries in tennis match videos. Uses YOLOv8 for…☆23Updated last year
- 人脸美颜算法☆35Updated 6 years ago
- A QT tool used to annotate temporal segments of a video with events which each have unique and customisable information.☆37Updated 5 years ago
- Repository containing all necessary codes to get started on the SoccerNet Tracking challenge. This repository also contains benchmark met…☆85Updated 2 years ago