Football Player Detection Computer Vision Project

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Overview

This project started over 3 years ago, where I wanted to make something that would draw out football plays automatically. Last year I hit a break through in my python development where I could track players individually. Roboflow has allowed me to track players by position groups.

Classes

Some of them are straight forward like Center, QB (quarterback), db (defensive back), lb (linebacker), but the rest are identified as skill. That means an offensive player like Runningback, Fullback, Tightend, H-back, Wide Reciever.

The project in action

I haven't made a video with myself using roboflow but I will shortly. You can see the project on my linkedin and how it's grown and will continue to grow.
My LinkedIn

Cite this Project

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

@misc{ football-player-detection_dataset,
    title = { Football Player Detection Dataset },
    type = { Open Source Dataset },
    author = { bronkscottema },
    howpublished = { \url{ https://universe.roboflow.com/bronkscottema/football-player-detection } },
    url = { https://universe.roboflow.com/bronkscottema/football-player-detection },
    journal = { Roboflow Universe },
    publisher = { Roboflow },
    year = { 2022 },
    month = { may },
    note = { visited on 2022-10-05 },
}

Source

bronkscottema

Last Updated

5 months ago

Project Type

Object Detection

Subject

american-football-players

Classes

center, db, lb, qb, skill

License

CC BY 4.0