Bundesliga Data Shootout Object Detection Dataset and Pre-Trained Model by Delfos

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Explore Dataset

Here are a few use cases for this project:

Soccer Match Analysis: Using the "Bundesliga Data Shootout" model to analyze player performances, ball possession, and team strategies during soccer matches, offering insights to coaches and teams for improved tactics and decision-making.
Player Tracking and Positioning: The model can be used for tracking individual player movements, identifying offside positions, and generating heatmaps of player actions throughout a match, aiding coaches in understanding player contribution and effectiveness.
Augmented Reality Applications: Leveraging this model for augmented reality applications, enabling fans at home or in-stadium to identify players, receive real-time statistics, and view additional information by simply pointing their smartphone at the scene.
Broadcast Enhancements: Integrating the "Bundesliga Data Shootout" model into live sports broadcasts, allowing graphics to more accurately follow the ball, overlay player information, and highlight key moments, providing a more engaging viewer experience.
Injury Prevention and Rehabilitation: Utilizing the model to monitor player movements and biomechanics during matches or training, helping to identify potential injury risks, optimizing rehabilitation programs, and managing player loads to maintain peak physical condition.

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{
                            bundesliga-data-shootout-a411n_dataset,
                            title = { Bundesliga Data Shootout Dataset },
                            type = { Open Source Dataset },
                            author = { Delfos },
                            howpublished = { \url{ https://universe.roboflow.com/delfos/bundesliga-data-shootout-a411n } },
                            url = { https://universe.roboflow.com/delfos/bundesliga-data-shootout-a411n },
                            journal = { Roboflow Universe },
                            publisher = { Roboflow },
                            year = { 2022 },
                            month = { sep },
                            note = { visited on 2024-06-20 },
                            }