Football Detection Computer Vision Project

University of Oran Algeria

Updated 2 years ago

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Description

Here are a few use cases for this project:

  1. Sports Broadcasting: The "Football Detection" model can be used in live sports broadcasting to track the players and football accurately on the field, offering key data insights like player performance, ball possession, and movement patterns.

  2. Training Analysis: Coaches and trainers can use it to analyze the performance of players during a football match or training sessions. It helps in monitoring players' position, movements, and interactions with the ball, which can be used for strategy planning and performance improvement.

  3. Gaming Industry: In the development of football video games, the model can be used to create more realistic game mechanics, as well as to enhance AI opponents by understanding player and ball behaviours.

  4. Injury Prevention: With precise tracking of players during matches, likely dangerous encounters or collisions can be anticipated and potentially prevented, contributing to player safety measures.

  5. Virtual and Augmented Reality: The system can be integrated into VR/AR platforms to create immersive and interactive football-oriented experiences, like virtual training or fan experiences.

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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{
                            football-detection-vjuxg_dataset,
                            title = { Football Detection Dataset },
                            type = { Open Source Dataset },
                            author = { University of Oran Algeria },
                            howpublished = { \url{ https://universe.roboflow.com/university-of-oran-algeria/football-detection-vjuxg } },
                            url = { https://universe.roboflow.com/university-of-oran-algeria/football-detection-vjuxg },
                            journal = { Roboflow Universe },
                            publisher = { Roboflow },
                            year = { 2023 },
                            month = { mar },
                            note = { visited on 2024-12-03 },
                            }