SportsLabKit
football_analytics
| SportsLabKit | football_analytics | |
|---|---|---|
| 5 | 5 | |
| 206 | 1,729 | |
| - | - | |
| 6.6 | 7.2 | |
| 5 months ago | 28 days ago | |
| Jupyter Notebook | Jupyter Notebook | |
| GNU General Public License v3.0 only | - |
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SportsLabKit
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Introducing SportsLabKit: A Toolkit for Multi-Object Tracking in Sports
I'd like to introduce SportsLabKit, a toolkit aimed at improving multi-object tracking in sports through computer vision. This is a project that I have been working on for a while now, and I thought it was about time to share it!
- [P] SoccerTrack dataset for tracking in top-view and wide-view video (CVPR Sports Workshop)
- SoccerTrack dataset for tracking in top-view and wide-view video
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SoccerTrack dataset for tracking in top-view and wide-view video (CVPR Sports Workshop)
Github, paper links.
football_analytics
- Football Analytics Bible: A collection of projects, data, and analysis
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The Goalkeepers with the most Saves in the Top-5-Leagues since 1999/00
Just wondering, because I found this recently and thought about starting getting into football analytics
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[OptaJoe]2009 - Arsenal have won a Premier League game they were losing at half-time outside of London for the first time since December 2009 (2-1 at Liverpool). Temperament.
You can check statsbomb open data but you will to preprocess it from json to sql. They have great course and articles about analyzing the data. Another good reading is awasome-football . They provide list of resources to get data. But the most comprehensive and recommended resources eddwebster's guide. He worked for city football group and his repository updated frequently.
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Pra quem gosta de análise de dados no futebol
Segue o link do repositório: https://github.com/eddwebster/football_analytics
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Weekly Open Thread - General Discussion
I found a great collection for anyone who's interested in football analytics
What are some alternatives?
football-crunching - Analysis and datasets about football (soccer)
open-data - Free football data from StatsBomb
HotShot - Repository with data visualizations and analysis of the NBA
project - Predict how many points an European football team will end the season with, according to the characteristics of its players. Project for the Big Data Computing course at Sapienza University of Rome (2021-22)
openbiomechanics - The open source initiative for anonymized, elite-level athletic motion capture data. Run by Driveline Baseball.
EA-FC-24-Automated-SBC-Solving - EA FC 24 Automated SBC Solving using Integer Programming ⚽
multi-object-tracking-in-python - 📡 implementation of multi object tracking algorithms including PMBM (Poisson Multi Bernoulli Mixture filter) in Python 🐍
understatr - fetch understat data
sports-analytics - Data collection, processing, visualization, modeling, and ideation in the space of sports analytics
soccerdata - ⛏⚽ Scrape soccer data from Club Elo, ESPN, FBref, FiveThirtyEight, Football-Data.co.uk, FotMob, Sofascore, SoFIFA, Understat and WhoScored.
opendata - SkillCorner Open Data with 9 matches of broadcast tracking data.
socceraction - Convert soccer event stream data to SPADL and value player actions using VAEP or xT