ryanwon7 / BasketballPlayerDetection
Final Project for CS613 - Introduction to Computer Vision at Drexel University. This project aims to detect basketball players in a video of a game, classify the team that they belong to, and track how many from each team are on the court.
☆9Updated 4 years ago
Alternatives and similar repositories for BasketballPlayerDetection:
Users that are interested in BasketballPlayerDetection are comparing it to the libraries listed below
- Machine learning application which parses a video to map player position on a 2D court and detect basketball shots.☆19Updated 4 years ago
- Judging basketball shots and analyzing shooting pose with machine learning☆122Updated 2 years ago
- AI web app and API to analyze basketball shots and shooting pose on google colab☆17Updated 4 years ago
- AI Basketball Games Video Editor is a program to get basketball highlight video by PyTorch YOLOv4 object detection☆103Updated 8 months ago
- ☆93Updated 6 years ago
- Repository containing all necessary codes to get started on the SoccerNet Tracking challenge. This repository also contains benchmark met…☆81Updated last year
- ☆11Updated 4 years ago
- TeamTrack: An Algorithm and Benchmark Dataset for Multi-Sport Multi-Object Tracking in Full-pitch Videos☆53Updated last year
- Code release for WACV 2020, "Optimizing Through Learned Errors for Accurate Sports Field Registration"☆75Updated 4 years ago
- ☆309Updated 2 years ago
- VidPress Sports☆29Updated 2 years ago
- Basketball 🏀 action tracking and understanding using classical computer vision approaches and deep learning.☆63Updated last year
- Actions recognition in sport videos (football, basketball dancing ect)☆20Updated 6 years ago
- Program for detection and tracking players on a sports ground and calculation of basic statistical indicators using deep learning☆10Updated 2 years ago
- SpaceJam: a Dataset for Basketball Action Recognition☆180Updated 4 years ago
- Official implementation of the paper: Utilizing Temporal Information in Deep Convolutional Network for Efficient Soccer Ball Detection an…☆35Updated 5 years ago
- Repository containing all necessary codes to get started on the SoccerNet Action Spotting challenge. This repository also contains severa…☆71Updated last year
- Spatio-Temporal Classification of 🏀 Basketball Actions using 3D-CNN Models on the SpaceJam Dataset.☆70Updated 4 years ago
- Various tools, scripts and research made for football players detection and extraction from one static video☆13Updated 4 years ago
- A Computer Vision Approach for Pass Detection on Soccer Broadcast Video☆17Updated 4 years ago
- [ICCV 2021] MultiSports: A Multi-Person Video Dataset of Spatio-Temporally Localized Sports Actions☆123Updated last year
- Repository containing all necessary codes to get started on the SoccerNet Re-Identification challenge. This repository also contains benc…☆58Updated last year
- Football player tracking using AlphaPose☆9Updated 5 years ago
- A Computer Vision Approach for Pass Detection on Soccer Broadcast Video☆19Updated 2 years ago
- Machine learning and computer vision to detect and analyze basketball shots in real-time (2023)☆183Updated 3 months ago
- ☆38Updated 7 years ago
- SoccerDB: A Large-Scale Database for Comprehensive Video Understanding☆52Updated 2 years ago
- YOLOv8 on Basketball Sports, including player detection, pose estimation.☆21Updated last year
- FootAndBall: Integrated player and ball detector☆120Updated last year
- This repository provides the code for the paper: "ARTHuS: Adaptive Real-Time Human Segmentation in Sports through Online Distillation".☆17Updated 2 years ago