DonsetPG / narya
The Narya API allows you track soccer player from camera inputs, and evaluate them with an Expected Discounted Goal (EDG) Agent. This repository contains the implementation of the flowing paper https://arxiv.org/abs/2101.05388. We also make available all of our pretrained agents, and the datasets we used as well.
☆169Updated 2 years ago
Alternatives and similar repositories for narya:
Users that are interested in narya are comparing it to the libraries listed below
- get football tracking data from TV broadcast using yoloV5, Deep sort☆71Updated 2 years ago
- SkillCorner Open Data with 9 matches of broadcast tracking data.☆221Updated last year
- Package to visualize soccer data☆133Updated 2 years ago
- Friends of Tracking: Tutorial on valuing actions in football.☆131Updated last year
- ☆182Updated 2 years ago
- Laurie's code for Metrica tracking data.☆312Updated 2 years ago
- Python project trying to facilitate and being a starting point for soccer analytics projects.☆125Updated 4 years ago
- A Python package for training and analyzing expected goals (xG) models in soccer.☆182Updated 9 months ago
- FootAndBall: Integrated player and ball detector☆116Updated last year
- Sergio Llana's passing network plots with eventing and tracking football data☆125Updated 4 years ago
- Collection of references, datasets and software libraries for soccer analytics.☆117Updated 3 years ago
- Luca Pappalardos code for working with and plotting Wyscout data☆125Updated last year
- Last row tracking data and code☆88Updated 4 years ago
- Measuring soccer player's creativity☆36Updated 8 months ago
- The unravelsports package aims to aid researchers, analysts and enthusiasts by providing intermediary steps in the complex process of tur…☆138Updated last month
- Soccer player tracking system☆132Updated 9 years ago
- A Python package for data visualisation for football analytics.☆81Updated 3 years ago
- ☆62Updated last year
- ☆78Updated last year
- SoccerMix is a soft clustering technique based on mixture models that decomposes event stream data into a number of prototypical actions …☆40Updated 4 years ago
- Data driven tactical and video analysis of soccer games.☆110Updated 2 years ago
- kloppy: standardizing soccer tracking- and event data☆401Updated this week
- U.S. Soccer Federation 2023 MIT Sloan Sports Analytics Conference Graph Neural Network soccer research repository☆104Updated 7 months ago
- Python package for streamlined analysis of sports data.☆81Updated 6 months ago
- Synchronise event and tracking data using dynamic programming☆59Updated last year
- A streamlit app to convert images to top-down view and get coordinates of objects, built for football data collection☆74Updated last year
- Metrica Sports sample tracking and event data☆391Updated 3 years ago
- A python package for turning sports video into csv files☆249Updated last year
- Convert soccer event stream data to SPADL and value player actions using VAEP or xT☆655Updated this week
- ☆95Updated 2 years ago