RoboCup'24_2 Computer Vision Project

ERA

Updated a year ago

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Classes (4)
ball
crossbar
goalpost
robot
Description

Here are a few use cases for this project:

  1. Sports Broadcasting: The "RoboCup'24_2" model can be used in broadcasting robotic soccer games by automatically identifying and tracking the movements of robots, balls, and goalposts. This could allow for automated, real-time updates on the game's progress, statistics or even automated sports commentating.

  2. Player Training: Coaches and players can use this model to analyze robot movement strategies, ball possession, and success rates in making goals during robotic soccer matches. This will provide valuable insights into team strengths, weaknesses, and areas for improvement.

  3. Robotics Research: The model could be used in robotics research to further understand how robots interact with moving objects (like balls) and stationary objects (like goalposts). It can also be used to improve the robots' artificial intelligence algorithms, leading to more efficient movement and decision-making capabilities.

  4. Robotic Referee Applications: The model could be used to develop an automated referee system for robotic soccer matches that could make objective calls based on identifying and tracking the ball, goalpost, crossbar, and robots.

  5. Behavior Visualization Tool: The model could serve as a behavior visualization tool for those fans and audiences who are interested in robotic soccer. An app that employs this model can track and visualize key performances and exciting moments in the match, fostering a more engaging and entertaining viewing experience.

Supervision

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Cite This Project

LICENSE
CC BY 4.0

If you use this dataset in a research paper, please cite it using the following BibTeX:

                        @misc{
                            robocup-24_2_dataset,
                            title = { RoboCup'24_2 Dataset },
                            type = { Open Source Dataset },
                            author = { ERA },
                            howpublished = { \url{ https://universe.roboflow.com/era-wh6pj/robocup-24_2 } },
                            url = { https://universe.roboflow.com/era-wh6pj/robocup-24_2 },
                            journal = { Roboflow Universe },
                            publisher = { Roboflow },
                            year = { 2023 },
                            month = { jun },
                            note = { visited on 2024-12-03 },
                            }
                        
                    

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