Football Detection Object Detection Dataset and Pre-Trained Model by University of Oran Algeria

Images

1900 images

Explore Dataset

Here are a few use cases for this project:

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.
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.
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.
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.
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.

Trained Model API

This project has a trained model available that you can try in your browser and use to get predictions via our Hosted Inference API and other deployment methods.

Cite This Project

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 2024-05-23 },
                            }