nitinhemaraj / Basketball-shot-detectionLinks
A project with YOLOv8 to detect and analyze basketball shots in real-time. The algorithm tracks the ball's motion, applies data-cleaning techniques, and predicts its trajectory using linear regression to register successful shots when intersecting with the hoop. It enhances playing experience and offers game analytics.
☆16Updated 2 years ago
Alternatives and similar repositories for Basketball-shot-detection
Users that are interested in Basketball-shot-detection are comparing it to the libraries listed below
Sorting:
- TeamTrack: An Algorithm and Benchmark Dataset for Multi-Sport Multi-Object Tracking in Full-pitch Videos☆61Updated last year
- [KDD 2023] Ball Trajectory Inference from Multi-Agent Sports Contexts Using Set Transformer and Hierarchical Bi-LSTM☆27Updated 2 years ago
- TRACE is a tool that takes a single tennis match video feed and automatically extracts player, court, and ball information. The collected…☆125Updated 2 years ago
- Implementation of paper - TrackNetV3: Enhancing ShuttleCock Tracking with Augmentations and Trajectory Rectification☆140Updated 6 months ago
- AI web app and API to analyze basketball shots and shooting pose on google colab☆19Updated 4 years ago
- ☆32Updated 2 years ago
- A Computer Vision Approach for Pass Detection on Soccer Broadcast Video☆21Updated 2 years ago
- Heatmap based high speed tiny sport objects tracking based on TrackNet☆51Updated 5 years ago
- [BMVC2023] Widely Applicable Strong Baseline for Sports Ball Detection and Tracking☆141Updated last year
- Feature extraction and feature extractor training for Soccernet videos.☆24Updated last year
- Tracking a table tennis ball in 3d using two cameras, and analyzing the result.☆123Updated 3 years ago
- Pytorch implementation of TrackNet☆31Updated 2 years ago
- This is a project of Camera-Based Table Tennis Posture Analysis.☆46Updated 3 years ago
- A Tennis dataset and models for event detection & commentary generation☆112Updated 4 months ago
- Repository containing all necessary codes to get started on the SoccerNet Jersey Number Recognition challenge.☆24Updated last year
- ☆58Updated 3 years ago
- Judging basketball shots and analyzing shooting pose with machine learning☆134Updated 2 years ago
- SoccerNet@CVPR | 1st place solution for Camera Calibration Challenge 2023☆49Updated 10 months ago
- ☆114Updated 3 years ago
- Official implementation of paper - No Bells, Just Whistles: Sports Field Registration by Leveraging Geometric Properties☆43Updated last year
- ☆84Updated 4 years ago
- Human Pose and Hip Trajectory Prediction Using Transformers☆16Updated 2 years ago
- Open-source Monocular Python HawkEye for Tennis☆581Updated last year
- 🏀 Basketball Video Analysis: Leverage automated detection and tracking of players, ball, and team assignments using advanced object trac…☆102Updated 5 months ago
- overview into resources for analyzing the games, working with the data and showcasing applications of the broadcast tracking data.☆17Updated 4 years ago
- Machine learning application which parses a video to map player position on a 2D court and detect basketball shots.☆19Updated 5 years ago
- Machine learning and computer vision to detect and analyze basketball shots in real-time (2023)☆224Updated 8 months ago
- Deep learning network for detecting tennis court☆212Updated last year
- This computer vision project analyzes tennis match videos using cutting-edge techniques. It employs YOLOv8 for player detection, finetune…☆57Updated last year
- get football tracking data from TV broadcast using yoloV5, Deep sort☆79Updated 3 years ago