UnravelSports
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A collection of open-source sports biomechanics datasets collected by MLSE's Sport Performance Lab.
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 actiona…
A home for knowledge that is hard to find elsewhere
[KDD 2022] Official implementation of "SoccerCPD: Formation and Role Change-Point Detection in Soccer Matches Using Spatiotemporal Tracking Data".
U.S. Soccer Federation 2023 MIT Sloan Sports Analytics Conference Graph Neural Network soccer research repository
Multi-GNN architectures for Anti-Money Laundering.
🏀 Visualization of NBA games from raw SportVU data logs
A python package for turning sports video into csv files
SimTK OpenSim C++ libraries and command-line applications, and Java/Python wrapping.
A real-time system that captures physically correct human motion, joint torques, and ground reaction forces with only 6 inertial measurement units
A curated, public list of resources for biomechanics and human motion analysis: datasets, processing tools, software for simulation, educational videos, lectures, etc.
Extracts human motion in video and save it as bvh mocap file.
Convert video to the bvh motion file
Python library for making 3D plots with blender
Python package for streamlined analysis of sports data.
solving Inverse kinematic of whole human body chain with FABRIK
Projects for Python Course '100 Days of Code'
Must-have resource for anyone who wants to experiment with and build on the OpenAI vision API 🔥
We write your reusable computer vision tools. 💜
kloppy: standardizing soccer tracking- and event data
Perform entire codebase refactors in a way that is reproducible, testable and reviewable. Convert to FastAPI Annotated in one step.
UnravelSports repository to display Football/Soccer tracking data in 3D using Rust & Bevy
Implementing ASA's Win Probability Model