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soccer detection Computer Vision Project

School Projects

Updated 2 years ago

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Object Detection Model
Classes (9)
op 1
op 3
op r
opp 2
player 1
player 2
player 3
ref
soccer-ball

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Description

Here are a few use cases for this project:

  1. Sports Analytics: Analyze soccer matches by tracking player movements, ball possession, and gameplay patterns to provide coaches and teams with valuable insights for improving performance and strategy.

  2. Highlight Generation: Automatically generate sports highlights by detecting exciting events, such as goals or near-goal attempts, using real-time soccer detection for live streaming or post-match editing.

  3. Referee Assistance: Enhance decision-making accuracy for referees and match officials with instant replay analysis and detection of potential fouls, offside situations, or out-of-bounds calls.

  4. Player Training and Development: Monitor individual player performance during training sessions with accurate tracking of ball handling, positioning, and interaction data, enabling personalized improvement opportunities.

  5. Smart Stadium Experiences: Enhance the fan experience with interactive applications that rely on soccer detection, such as mobile apps that provide real-time player and ball tracking during live matches or virtual stadium tours with augmented reality capabilities.

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Cite This Project

LICENSE
Public Domain

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

                        @misc{
                            soccer-detection-cfv6x_dataset,
                            title = { soccer detection Dataset },
                            type = { Open Source Dataset },
                            author = { School Projects },
                            howpublished = { \url{ https://universe.roboflow.com/school-projects-ydvkw/soccer-detection-cfv6x } },
                            url = { https://universe.roboflow.com/school-projects-ydvkw/soccer-detection-cfv6x },
                            journal = { Roboflow Universe },
                            publisher = { Roboflow },
                            year = { 2023 },
                            month = { apr },
                            note = { visited on 2024-12-02 },
                            }

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