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  • Stevens Institute of Technology
  • New York, NY

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Starred repositories

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In-depth player analysis for WTA superstar Jasmine Paolini

1 Updated Nov 19, 2024

Computer Vision application designed to correct a user's form in the Clean and Jerk Olympic weightlifting event

1 Updated Dec 14, 2024

Machine learning application which parses a video to map player position on a 2D court and detect basketball shots.

Jupyter Notebook 17 3 Updated Oct 26, 2020

This software compares the output and running time of the EMR cluster. The architecture has been designed that users can throw(like shooting) a request, and receive a result(like score) by email, a…

Python 5 8 Updated Feb 14, 2023

Basketball 🏀 action tracking and understanding using classical computer vision approaches and deep learning.

Python 58 17 Updated Oct 23, 2023

Actions recognition in sport videos (football, basketball dancing ect)

Python 19 9 Updated Jul 29, 2018

Using Keras, TensorFlow.js and image processing to analyse my basketball skillz.

Jupyter Notebook 29 7 Updated Sep 3, 2019

Computer Vision Basketball Tracking

Python 41 5 Updated Mar 10, 2024

Spatio-Temporal Classification of 🏀 Basketball Actions using 3D-CNN Models on the SpaceJam Dataset.

Jupyter Notebook 58 12 Updated Mar 31, 2021

Basketball coaches often sketch plays on a whiteboard to help players get the ball through the net. A new AI model predicts how opponents would respond to these tactics.

Python 60 5 Updated Apr 9, 2023

Package for working with NCAA Basketball Data

R 63 21 Updated Nov 11, 2024

Machine learning and computer vision to detect and analyze basketball shots in real-time (2023)

Python 145 20 Updated Jul 19, 2023

AI Basketball Games Video Editor is a program to get basketball highlight video by PyTorch YOLOv4 object detection

Python 93 19 Updated Aug 19, 2024

An R package for working with NCAA Basketball Play-by-Play Data

R 204 49 Updated Nov 18, 2024

SpaceJam: a Dataset for Basketball Action Recognition

170 26 Updated Dec 14, 2020

🏀 Judging basketball shots and analyzing shooting pose with machine learning

Python 112 23 Updated May 1, 2023

A single-player basketball simulation game. Make trades, set rosters, draft players, and try to build the next dynasty, all from within your web browser. The game is implemented entirely in client-…

JavaScript 18 93 Updated May 6, 2021

AI Basketball Referee

Python 306 57 Updated Apr 14, 2024
Jupyter Notebook 294 74 Updated Jun 21, 2022

🏀🤖🏀 AI web app and API to analyze basketball shots and shooting pose.

Python 1,040 188 Updated Sep 26, 2024

Flexible Brooks Baseball's corrected Pitch f/x data importer

Python 17 7 Updated Aug 31, 2017

A command-line baseball simulator in Python. Choose two MLB teams from any year with historically accurate rosters, and watch them go head to head! Players unique stats are taken into account durin…

Python 32 11 Updated Oct 18, 2020

The open source initiative for anonymized, elite-level athletic motion capture data. Run by Driveline Baseball.

Jupyter Notebook 228 58 Updated Dec 4, 2024

R Package Containing Sean Lahman's Baseball Database

R 77 37 Updated Nov 21, 2024

Ballparks of baseball teams in GeoJSON

54 27 Updated Jun 6, 2022

⚾🤖⚾ Automatic baseball pitching overlay in realtime

Python 284 31 Updated Jun 5, 2024

Library to download, analyze, and visualize events in Major League Baseball games

HTML 80 15 Updated Oct 17, 2024

A package written for R focused on baseball analysis. Currently in development.

R 372 101 Updated Nov 15, 2024

Pull current and historical baseball statistics using Python (Statcast, Baseball Reference, FanGraphs)

Python 1,298 341 Updated Sep 24, 2024
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