ameynarwadkar / Tennis-Analysis-System
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.
☆22Updated 3 weeks ago
Related projects: ⓘ
- ☆14Updated last year
- Heatmap based high speed tiny sport objects tracking based on TrackNet☆43Updated 4 years ago
- Implementation of paper - TrackNetV3: Enhancing ShuttleCock Tracking with Augmentations and Trajectory Rectification☆40Updated last month
- Unofficial PyTorch implementation of TrackNet☆57Updated 6 months ago
- Deep learning network for detecting tennis court☆89Updated 6 months ago
- Pytorch implementation of TrackNet☆19Updated last year
- Tennis analysis using deep learning and machine learning☆77Updated 3 weeks ago
- TRACE is a tool that takes a single tennis match video feed and automatically extracts player, court, and ball information. The collected…☆55Updated last year
- ☆68Updated 3 years ago
- A Pytorch implementation of TrackNetV2 from Tensorflow☆16Updated 3 weeks ago
- ☆92Updated 2 years ago
- Tennis match analysis via computer vision techniques.☆17Updated 2 years ago
- Tracking a table tennis ball in 3d using two cameras, and analyzing the result.☆92Updated 2 years ago
- A Tennis dataset and models for event detection & commentary generation☆80Updated 4 years ago
- This is a project of Camera-Based Table Tennis Posture Analysis.☆28Updated 2 years ago
- A player reidentification challenge on Basketball images. An opportunity to publish at MMSports @ ACMMM and to win 2x $500.☆36Updated last year
- Beyond TrackNetV2 ,and "First" TrackNet using Attention☆58Updated last month
- [BMVC2023] Widely Applicable Strong Baseline for Sports Ball Detection and Tracking☆50Updated 9 months ago
- TrackNet for badminton tracking using tensorflow2☆132Updated 2 months ago
- Open-source Monocular Python HawkEye for Tennis☆413Updated 7 months ago
- Improved version of TrackNetV2☆13Updated last year
- ☆31Updated 3 weeks ago
- This repository contains the code for an object detection, tracking and counting project using the YOLOv8 object detection algorithm and …☆49Updated last year
- Fully automatic algorithm for tennis court line detection.☆56Updated 2 months ago
- Spatio-Temporal Classification of 🏀 Basketball Actions using 3D-CNN Models on the SpaceJam Dataset.☆49Updated 3 years ago
- Court detection for Tennis☆13Updated last year
- SoccerNet@CVPR | 1st place solution for Camera Calibration Challenge 2023☆27Updated last month
- A modular end-to-end tracking framework for research and development☆79Updated 2 weeks ago
- How to Detect Football Players and Ball in Real-Time using YOLOv8: A Computer Tutorial☆34Updated last year
- ☆16Updated last year