count_goals Computer Vision Project

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Here are a few use cases for this project:

  1. Sports Analytics: The "count_goals" model can be used in real-time to analyze football matches. By identifying various game events such as goals, penalties, red cards etc., sports analysts and coaches can gain deeper insights into the performance of their team or that of an opponent team.

  2. Sports Journalism: Journalists reporting on football matches can use the "count_goals" computer vision model to validate their observations and provide more accurate reporting. The model could essentially help generate automated match summaries or highlight reels.

  3. Interactive Sports Betting: The model could offer an intriguing feature for online sports betting platforms, as play-by-play data could be processed instantaneously to adjust odds and offer dynamic betting possibilities based on the progress of the match.

  4. Virtual Reality Gaming: In the case of developing virtual or augmented reality games based on football, this model can be used to train the AI of the game, improving the realism of the in-game football mechanics.

  5. Fitness and Training Apps: The model can be adapted for fitness apps dedicated to football training. By recognizing and counting elements like goals or shots could help users to track their progress and refine their strategies.

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{ count_goals_dataset,
    title = { count_goals Dataset },
    type = { Open Source Dataset },
    author = { Footbalanaliz },
    howpublished = { \url{ } },
    url = { },
    journal = { Roboflow Universe },
    publisher = { Roboflow },
    year = { 2023 },
    month = { may },
    note = { visited on 2023-11-30 },

Find utilities and guides to help you start using the count_goals project in your project.



Last Updated

7 months ago

Project Type





Unlabeled, break, corner kick, fight, game, goal, judge, lower fight, no goal, orange card, out, penalty, red card, save, shot on goal, top fight, topfight, volley

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CC BY 4.0

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