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16-10-22 1-3 Computer Vision Project

PROgrammers

Updated 2 years ago

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Object Detection Model
Classes (6)
FCB_goalie
FCB_player
RMD_goalie
RMD_player
ball referee

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Description

Here are a few use cases for this project:

  1. Sports Broadcasting Analytics: This model could aid sports broadcasters in providing real-time game statistics by identifying players, their positions, and ball interaction during a football match. It could be used to automate tagging of game highlights, key events, and player performances.

  2. Player Performance Analysis: Teams or coaching staff could use this model to evaluate the performance of specific players based on their on-field activity. This could help to develop strategies, determine training needs, and analyze opposition strengths and weaknesses.

  3. Augmented Reality Applications: This model could be utilized in AR football games or applications. Given its ability to classify different components of a football game, it could provide real-time information to the users, enhancing their interactive experience.

  4. Sports Betting Intelligence: This model could be used to gather data for developing insights for sports betting platforms. It would provide bettors with additional information about player performances, team trends, and activity during matches to help more accurately place bets.

  5. Fair Play Analysis and Decision Making: This model could assist in monitoring fair play during matches. Variables like ball possession, player interaction, and potential infringement of rules could be identified by this model, helping to refine referee decisions.

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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{
                            16-10-22-1-3_dataset,
                            title = { 16-10-22 1-3 Dataset },
                            type = { Open Source Dataset },
                            author = { PROgrammers },
                            howpublished = { \url{ https://universe.roboflow.com/programmers/16-10-22-1-3 } },
                            url = { https://universe.roboflow.com/programmers/16-10-22-1-3 },
                            journal = { Roboflow Universe },
                            publisher = { Roboflow },
                            year = { 2023 },
                            month = { may },
                            note = { visited on 2024-12-03 },
                            }

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