CRNID's repositories
asa-shiny-app
American Soccer Analysis interactive application, built with Shiny.
AWS-AI-Services-R-Workshop
Workshop material on how to access and use AWS AI Services from R
BirdsPyView
A streamlit app to convert images to top-down view and get coordinates of objects, built for football data collection
ConvNets
Exploring the use of Convolutional Neural Networks in football data analysis
Deep-Learning-for-Tracking-and-Detection
Collection of papers, datasets, code and other resources for object tracking and detection using deep learning
fastai-in-r
How to use Fast.ai from R - eRum 2020 presentation code
Football-players-detection
Various tools, scripts and research made for football players detection and extraction from one static video
fot-valuing-actions
Friends of Tracking: Tutorial on valuing actions in football.
free-data-science
🛠️ 🌐 Thematic list of high-quality data science resources
helicopters_dc
https://www.washingtonpost.com/graphics/2020/investigations/helicopter-protests-washington-dc-national-guard/
image
Computer Vision and Image Recognition algorithms for R users
Metrica-pitch-control
A python implementation of the paper Wide Open Spaces: A statistical technique for measuring space creation in professional soccer
metrica_analysis
Working with Metrica Sports open tracking data
Mixed_Effects_with_Bootstrapping_Tutorial
Exercise to leverage re-sampling (bootstrapping) and Mixed Effects modeling for NFL analysis. Goal is to determine which factor is the most important in passing offense. Using nflfastR.
multiperson
Code repository for the paper: "Coherent Reconstruction of Multiple Humans from a Single Image" in CVPR'20
ngs_highlights
Player-tracking data from NFL Next Gen Stats Highlights.
open-source-football
Repository of the Open Source Football Website (see link below)
openpose
OpenPose: Real-time multi-person keypoint detection library for body, face, hands, and foot estimation
Pan-tilt-zoom-SLAM
Pan-tilt-zoom SLAM project.
radix_themockup
This is my personal blog
Rteta
Public analytics toolbox in R
soccerAnimate
R package to create 2D animations of soccer tracking data
sportsDraweR
Minimal app to showcase the drawing functionalities of the fabricerin package using sport specific examples.
storytelling-with-data-ggplot
Recreation of Cole Nussbaumer Knaflic's Storytelling with Data plots using R an ggplot2
survey_on_tennis_tech
Paper research on tennis
sync.soccer
Synchronise event and tracking data using dynamic programming
TidyTuesday
📊 My contributions to the #TidyTuesday challenge
tidytuesday-1
Code snippets for weekly #tidytuesday project