NlIceD

Pinned Repositories

Action-Density
create action density plots from StatsBomb event data
Language:R0 1 00
ActionVLAD
ActionVLAD for video action classification (CVPR 2017)
Language:Python0 1 00
advanced-high-school-statistics
An open-source textbook constructed for high school statistics. This textbook covers all topics in the AP* Statistics exam.
Language:TeX00
advanced-shiny
Shiny tips & tricks for improving your apps and solving common problems
Language:R00
asa-shiny-app
American Soccer Analysis interactive application, built with Shiny.
Language:R00
awesome-computer-vision-in-sports
A comprehensive list of papers on computer vision in sports
00
awesome-deep-vision
A curated list of deep learning resources for computer vision
00
SoccermaticsForPython
This repo is dedicated for people getting started with Python using the concepts derived from the book Soccermatics (Sumpter 2016)
Language:Python10

NlIceD's Repositories

NlIceD/asa-shiny-app
American Soccer Analysis interactive application, built with Shiny.
Language:R00
NlIceD/AWS-AI-Services-R-Workshop
Workshop material on how to access and use AWS AI Services from R
1 0
NlIceD/BirdsPyView
A streamlit app to convert images to top-down view and get coordinates of objects, built for football data collection
Language:Python1 0
NlIceD/COCO-WholeBody
NlIceD/ConvNets
Exploring the use of Convolutional Neural Networks in football data analysis
Language:Python1 0
NlIceD/Deep-Learning-for-Tracking-and-Detection
Collection of papers, datasets, code and other resources for object tracking and detection using deep learning
NlIceD/fastai-in-r
How to use Fast.ai from R - eRum 2020 presentation code
NlIceD/Football-players-detection
Various tools, scripts and research made for football players detection and extraction from one static video
NlIceD/fot-valuing-actions
Friends of Tracking: Tutorial on valuing actions in football.
NlIceD/free-data-science
🛠️ 🌐 Thematic list of high-quality data science resources
NlIceD/helicopters_dc
https://www.washingtonpost.com/graphics/2020/investigations/helicopter-protests-washington-dc-national-guard/
NlIceD/image
Computer Vision and Image Recognition algorithms for R users
NlIceD/Metrica-pitch-control
A python implementation of the paper Wide Open Spaces: A statistical technique for measuring space creation in professional soccer
NlIceD/metrica_analysis
Working with Metrica Sports open tracking data
NlIceD/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.
NlIceD/multiperson
Code repository for the paper: "Coherent Reconstruction of Multiple Humans from a Single Image" in CVPR'20
NlIceD/NFL3D
NlIceD/ngs_highlights
Player-tracking data from NFL Next Gen Stats Highlights.
NlIceD/open-source-football
Repository of the Open Source Football Website (see link below)
NlIceD/openpose
OpenPose: Real-time multi-person keypoint detection library for body, face, hands, and foot estimation
Language:C++1 0
NlIceD/Pan-tilt-zoom-SLAM
Pan-tilt-zoom SLAM project.
NlIceD/radix_themockup
This is my personal blog
NlIceD/Rteta
Public analytics toolbox in R
NlIceD/soccerAnimate
R package to create 2D animations of soccer tracking data
NlIceD/sportsDraweR
Minimal app to showcase the drawing functionalities of the fabricerin package using sport specific examples.
NlIceD/storytelling-with-data-ggplot
Recreation of Cole Nussbaumer Knaflic's Storytelling with Data plots using R an ggplot2
NlIceD/survey_on_tennis_tech
Paper research on tennis
NlIceD/sync.soccer
Synchronise event and tracking data using dynamic programming
NlIceD/TidyTuesday
📊 My contributions to the #TidyTuesday challenge
NlIceD/tidytuesday-1
Code snippets for weekly #tidytuesday project