football-crunching
SportsLabKit
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football-crunching | SportsLabKit | |
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1 | 5 | |
305 | 203 | |
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0.0 | 6.6 | |
over 2 years ago | 4 months ago | |
Jupyter Notebook | Jupyter Notebook | |
- | GNU General Public License v3.0 only |
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football-crunching
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[OC] Lionel Messi's shots and goals with Barcelona during his record-breaking 2011/2012 season, compared to his attempts in the 2014 and 2018 World Cups with Argentina
I was pointed to the Huffington Post data by this great repo: https://github.com/rjtavares/football-crunching (which, coincidentally, I found because of this Reddit post: https://www.reddit.com/r/datascience/comments/rh22z9/ive_made_a_search_engine_with_5000_quality_data/ by u/khanarree
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.
What are some alternatives?
open-data - Free football data from StatsBomb
HotShot - Repository with data visualizations and analysis of the NBA
CSGO-Pro-Gear-Performance-and-EDA - Modeling Professional (CS:GO) Gamer's Accuracy Performance Based on Gear and Settings, and Exploratory Data Analysis.
openbiomechanics - The open source initiative for anonymized, elite-level athletic motion capture data. Run by Driveline Baseball.
PRML - PRML algorithms implemented in Python
multi-object-tracking-in-python - 📡 implementation of multi object tracking algorithms including PMBM (Poisson Multi Bernoulli Mixture filter) in Python 🐍
football_analytics - 📊⚽ A collection of football analytics projects, data, and analysis by Edd Webster (@eddwebster), including a curated list of publicly available resources published by the football analytics community.
sports-analytics - Data collection, processing, visualization, modeling, and ideation in the space of sports analytics
homemade-machine-learning - 🤖 Python examples of popular machine learning algorithms with interactive Jupyter demos and math being explained