computer vision and sports

NBA sports betting using machine learning

Convert soccer event stream data to SPADL and value player actions using VAEP or xT

Collection of sports betting AI tools.

Python library to parse, analyze and visualize Counter-Strike 2 data

[CVPRW'24] SoccerNet Game State Reconstruction: End-to-End Athlete Tracking and Identification on a Minimap (CVPR24 - CVSports workshop)

🏀 An application to build an NBA database backed by MariaDB/MySQL, Postgres compatible databases, or SQLite.

Python wrapper for the CFBD API

[IJCV 2021] SportsCap: Monocular 3D Human Motion Capture and Fine-grained Understanding in Challenging Sports Videos

[ICCV 2021] MultiSports: A Multi-Person Video Dataset of Spatio-Temporally Localized Sports Actions

3D position tracking for soccer players with multi-camera videos

Every cyclist and stage of the Tour de France (up to including 2024) in four CSV files.

sportsdataverse python package

A simple yet comprehensive web scraper for kenpom.com.

Python package for streamlined analysis of sports data.

goto_conversion and efficient_shin_conversion (faster Shin's method)

procyclingstats scraper

The unravelsports package aims to aid researchers, analysts and enthusiasts by providing intermediary steps in the complex process of turning raw sports data into meaningful information and actionable insights.

NHL API (2024 Updated) - For accessing most of the NHL EDGE statistical API's, scores, schedules and more

Python package for drawing regulation playing surfaces for several sports