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computer vision and sports
Created
2024-05-13
33 commits to main branch, last one 4 months ago
📊⚽ 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 communit...
Created
2020-09-01
1,147 commits to master branch, last one 8 months ago
⛏⚽ Scrape soccer data from Club Elo, ESPN, FBref, FiveThirtyEight, Football-Data.co.uk, FotMob, Sofascore, SoFIFA, Understat and WhoScored.
Created
2022-02-03
720 commits to master branch, last one 10 days ago
Convert soccer event stream data to SPADL and value player actions using VAEP or xT
Created
2019-07-02
920 commits to master branch, last one 20 days ago
⚽️ Extract, prepare and publish Transfermarkt datasets.
Created
2020-12-26
829 commits to master branch, last one 3 days ago
A Python package for training and analyzing expected goals (xG) models in soccer.
Created
2020-07-09
14 commits to master branch, last one 3 years ago
A curated list of football analytics awesome resources, articles, books and more!
Created
2019-02-28
31 commits to master branch, last one 2 years ago
An analysis and visualization R package that works with publicly available soccer data
Created
2021-09-08
147 commits to main branch, last one about a year ago
Collection of references, datasets and software libraries for soccer analytics.
Created
2020-10-04
5 commits to master branch, last one 3 years ago
fetch understat data
Created
2018-11-04
41 commits to master branch, last one 3 years ago
An example of how to create a xG model using R and Wyscout event data
Created
2020-04-13
22 commits to master branch, last one about a year ago
Python implementation of various soccer/football analytics methods such as Poisson goals prediction, Shin method, machine learning prediction... This is a companion python module for octosport medium ...
Created
2021-03-05
51 commits to master branch, last one 2 years ago
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...
Created
2024-01-07
72 commits to main branch, last one 2 months ago
Football Data Processing & Visualization
Created
2024-02-22
78 commits to main branch, last one 7 months ago
A couple of functions to create customized passing networks with event data by Statsbomb and tracking data by Metrica Sport
Created
2020-05-16
26 commits to master branch, last one 4 years ago
EA FC 25 Automated SBC Solving using Integer Programming ⚽
Created
2023-02-12
48 commits to master branch, last one 2 months ago
Measuring soccer player's creativity
Created
2023-06-25
11 commits to main branch, last one 5 months ago
Models for estimating football (soccer) team-strength
Created
2021-05-14
26 commits to master branch, last one 3 years ago
Tools to help developers and data scientists in sports
Created
2024-12-16
25 commits to main branch, last one 10 days ago
Synchronize soccer event and tracking data
Created
2023-07-14
4 commits to main branch, last one 7 months ago
QATAR 2022 World Cup prediction from the international matches played since the 90s, the qualifications of the teams in their last matches, and the potential of each team.
Created
2022-09-26
51 commits to master branch, last one about a year ago
Football/Soccer Pass Receiver Prediction using Object Detection/Graph Neural Networks (GNNs)
Created
2023-03-24
20 commits to main branch, last one 8 months ago
This is a computer vision project that utilizes object detection algorithms to analyze football matches videos by finding the position of players, ball and referees on the football pitch and finding o...
Created
2023-08-28
6 commits to main branch, last one about a year ago
Soccer pitch segmentation and camera calibration in two steps. Step 1, pixelwise segmentation of an broacast image of a soccer game into six different clases defined by the line markings. Step 2, a di...
Created
2023-05-24
14 commits to main branch, last one about a year ago