tryolabs / soccer-video-analytics
Demo on how to compute soccer ball possession automatically using AI.
☆194Updated 10 months ago
Related projects ⓘ
Alternatives and complementary repositories for soccer-video-analytics
- ☆163Updated 2 years ago
- get football tracking data from TV broadcast using yoloV5, Deep sort☆68Updated 2 years ago
- ☆171Updated 10 months ago
- FootAndBall: Integrated player and ball detector☆113Updated last year
- The Narya API allows you track soccer player from camera inputs, and evaluate them with an Expected Discounted Goal (EDG) Agent. This rep…☆166Updated last year
- ☆32Updated 2 years ago
- [CVPRW'24] SoccerNet Game State Reconstruction: End-to-End Athlete Tracking and Identification on a Minimap (CVPR24 - CVSports workshop)☆234Updated 2 months ago
- This repository contains a comprehensive computer vision/machine learning football project that uses YOLO for object detection, Kmeans fo…☆530Updated 6 months ago
- Official implementation of paper - No Bells, Just Whistles: Sports Field Registration by Leveraging Geometric Properties☆29Updated 2 weeks ago
- A python package for turning sports video into csv files☆235Updated 10 months ago
- Cool experiments at the intersection of Computer Vision and Sports ⚽🏃☆483Updated 10 months ago
- ☆22Updated last week
- This is a repository on hands-on introduction to football (soccer) data analysis, targeting those who want to start working with their ow…☆23Updated 3 years ago
- ☆46Updated last year
- YouTube Playlist Link: https://youtube.com/playlist?list=PL16VbpX7xKoVeAn6Vp8aJr6xPMvill00m☆18Updated 3 years ago
- ☆292Updated 2 years ago
- Football/Soccer Pass Receiver Prediction using Object Detection/Graph Neural Networks (GNNs)☆26Updated 6 months ago
- Data driven tactical and video analysis of soccer games.☆101Updated last year
- This is a Python Package that will allow you to analyze soccer data and visualize it☆24Updated 2 months ago
- SkillCorner Open Data with 9 matches of broadcast tracking data.☆203Updated last year
- A Computer Vision Approach for Pass Detection on Soccer Broadcast Video☆17Updated last year
- ☆27Updated 2 years ago
- Package to visualize soccer data☆121Updated last year
- A streamlit app to convert images to top-down view and get coordinates of objects, built for football data collection☆74Updated 11 months ago
- TeamTrack: An Algorithm and Benchmark Dataset for Multi-Sport Multi-Object Tracking in Full-pitch Videos☆44Updated 6 months ago
- This is an official implementation of Sports Field Registration via Keypoints-aware Label Condition.☆24Updated 2 years ago
- Friends of Tracking: Tutorial on valuing actions in football.☆126Updated last year
- A Python package for training and analyzing expected goals (xG) models in soccer.☆167Updated 5 months ago
- U.S. Soccer Federation 2023 MIT Sloan Sports Analytics Conference Graph Neural Network soccer research repository☆94Updated 2 months ago
- How to Detect Football Players and Ball in Real-Time using YOLOv8: A Computer Tutorial☆39Updated last year