Basket-Analytics / BasketTracking
Basketball π action tracking and understanding using classical computer vision approaches and deep learning.
β54Updated last year
Related projects β
Alternatives and complementary repositories for BasketTracking
- Judging basketball shots and analyzing shooting pose with machine learningβ109Updated last year
- Spatio-Temporal Classification of π Basketball Actions using 3D-CNN Models on the SpaceJam Dataset.β53Updated 3 years ago
- β75Updated 3 years ago
- Machine learning and computer vision to detect and analyze basketball shots in real-time (2023)β138Updated last year
- AI Basketball Games Video Editor is a program to get basketball highlight video by PyTorch YOLOv4 object detectionβ91Updated 3 months ago
- SpaceJam: a Dataset for Basketball Action Recognitionβ165Updated 3 years ago
- β293Updated 2 years ago
- β96Updated 2 years ago
- Development Kit for the SoccerNet Challengeβ169Updated 4 months ago
- A Tennis dataset and models for event detection & commentary generationβ80Updated 4 years ago
- Demo on how to compute soccer ball possession automatically using AI.β195Updated 11 months ago
- β91Updated 5 years ago
- A Computer Vision Approach for Pass Detection on Soccer Broadcast Videoβ17Updated 4 years ago
- FootAndBall: Integrated player and ball detectorβ114Updated last year
- AI web app and API to analyze basketball shots and shooting pose on google colabβ15Updated 4 years ago
- β69Updated 3 years ago
- get football tracking data from TV broadcast using yoloV5, Deep sortβ68Updated 2 years ago
- β39Updated 2 years ago
- Repository containing all necessary codes to get started on the SoccerNet Action Spotting challenge. This repository also contains severaβ¦β63Updated 9 months ago
- Machine learning application which parses a video to map player position on a 2D court and detect basketball shots.β17Updated 4 years ago
- β38Updated 3 years ago
- β165Updated 2 years ago
- Paper research on tennisβ37Updated 4 years ago
- Automating basketball trajectory extraction from videosβ28Updated 8 months ago
- Code release for WACV 2020, "Optimizing Through Learned Errors for Accurate Sports Field Registration"β71Updated 3 years ago
- Heatmap based high speed tiny sport objects tracking based on TrackNetβ46Updated 4 years ago
- A player reidentification challenge on Basketball images. An opportunity to publish at MMSports @ ACMMM and to win 2x $500.β37Updated last year
- Basketball coaches often sketch plays on a whiteboard to help players get the ball through the net. A new AI model predicts how opponentsβ¦β60Updated last year
- Final Project for CS613 - Introduction to Computer Vision at Drexel University. This project aims to detect basketball players in a videoβ¦β8Updated 3 years ago
- Fully automatic algorithm for tennis court line detection.β57Updated 4 months ago