Robomasters Colored Computer Vision Project

etp5501@gmail.com

Updated 2 years ago

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Classes (9)
armor
base car
rune
rune-blue
rune-gray
rune-grey
rune-red
watcher
Description

Here are a few use cases for this project:

  1. Esports Game Analysis: This model can be utilized to analyze esports games, especially ones similar to the video game from where the screenshot was taken. It can identify key items and states of play, helping players strategize and analyze their performances or their opponents' strategies.

  2. Gaming Assistants Development: The use of this model could be essential in the development of gaming assistants or bots. They can identify different items during gameplay, making real-time decisions based on the environment.

  3. Game Streaming or Commentary: Casters or commentators can use this model to get real-time identification of what is happening in the scene, helping them in delivering a more insightful live commentary.

  4. Designing Training Algorithms: The model can be used to design training algorithms for AI in similar games to allow them to learn how to effectively interact with elements such as armor, car, base, watcher, runes, etc.

  5. Game Testing and Quality Assurance: Game developers can employ this model during game development for testing and quality assurance. The model can spot anything uncommon or erroneous like misplaced items, non-responsive items, incorrect item colors etc., thereby helping in enhancing the gaming experience.

Supervision

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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{
                            robomasters-colored_dataset,
                            title = { Robomasters Colored Dataset },
                            type = { Open Source Dataset },
                            author = { etp5501@gmail.com },
                            howpublished = { \url{ https://universe.roboflow.com/etp5501-gmail-com/robomasters-colored } },
                            url = { https://universe.roboflow.com/etp5501-gmail-com/robomasters-colored },
                            journal = { Roboflow Universe },
                            publisher = { Roboflow },
                            year = { 2022 },
                            month = { aug },
                            note = { visited on 2024-11-21 },
                            }