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⚽📈 A curated list of awesome resources related to Soccer Analytics.
This repository is a collection of resources for soccer data analysis websites and tools.
Full-Stack Clone of Fantasy Football App - SpringBoot + React
⛏⚽ Scrape soccer data from Club Elo, ESPN, FBref, FiveThirtyEight, Football-Data.co.uk, FotMob, Sofascore, SoFIFA, Understat and WhoScored.
A python package for turning sports video into csv files
A SoccerNet v3 subset for Person and Ball detection in YOLO format
Official implementation of paper - No Bells, Just Whistles: Sports Field Registration by Leveraging Geometric Properties
[CVPRW'24] SoccerNet Game State Reconstruction: End-to-End Athlete Tracking and Identification on a Minimap (CVPR24 - CVSports workshop)
A modular end-to-end tracking framework for research and development
This repository contains a comprehensive computer vision/machine learning football project that uses YOLO for object detection, Kmeans for pixel segmentation, optical flow for motion tracking, and …
SkillCorner Open Data with 9 matches of broadcast tracking data.
High-speed Large Language Model Serving on PCs with Consumer-grade GPUs
SoccerNet@CVPR | 1st place solution for Ball Action Spotting Challenge 2023
A professional list on Large (Language) Models and Foundation Models (LLM, LM, FM) for Time Series, Spatiotemporal, and Event Data.
Awesome Deep Learning for Time-Series Imputation, including a must-read paper list about applying neural networks to impute incomplete time series containing NaN missing values/data
Getting started with soccer 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.
The Kalibr visual-inertial calibration toolbox
Estimate absolute 3D human poses from RGB images.
[CVPR 2022] MHFormer: Multi-Hypothesis Transformer for 3D Human Pose Estimation
The official repo for [NeurIPS'22] "ViTPose: Simple Vision Transformer Baselines for Human Pose Estimation" and [TPAMI'23] "ViTPose++: Vision Transformer for Generic Body Pose Estimation"
Official code of "HybrIK: A Hybrid Analytical-Neural Inverse Kinematics Solution for 3D Human Pose and Shape Estimation", CVPR 2021
[CVPR'22] ICON: Implicit Clothed humans Obtained from Normals
Efficient 3D human pose estimation in video using 2D keypoint trajectories