Halo Characters Computer Vision Project

Eric Cacciavillani

Updated a year ago

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Classes (19)
Elite
Forerunner knight
Grunt
bad spartan
brute
elite
flood bomber
flood boomer
flood carrier
flood monster
flood soldier
floodling
floodling soldier
grunt
hunter
jackal
player
sentinel
soldier
Description

Here are a few use cases for this project:

  1. Gaming Strategy Development: One significant use case could be for players who want to create adaptive gaming strategies. By recognizing the different enemy classes in real-time, players can devise strategies and tactics based on the type of enemies they are dealing with.

  2. Game Guides & Tutorials: This computer vision model can be used to create interactive game guides or tutorials, which recognise and explain each character in detail to beginners.

  3. Game Content Creation: Content creators can use this tool to improve the production value of their gameplay videos by automatically generating labels or tags related to the characters present in each scene within the game.

  4. AI Game Testing: Game developers might use this model to automate the playtesting process, by creating AI players that can recognize and react to different Halo characters. This could lead to a more thorough understanding of game balance.

  5. Video Game Clip Cataloging: This tool can be used for cataloging and indexing clips from gameplay videos. By identifying the characters in each scene, users can search and filter these clips based on the characters they're interested in.

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Cite This Project

LICENSE
MIT

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

                        @misc{
                            halo-characters_dataset,
                            title = { Halo Characters Dataset },
                            type = { Open Source Dataset },
                            author = { Eric Cacciavillani },
                            howpublished = { \url{ https://universe.roboflow.com/eric-cacciavillani-r2hdk/halo-characters } },
                            url = { https://universe.roboflow.com/eric-cacciavillani-r2hdk/halo-characters },
                            journal = { Roboflow Universe },
                            publisher = { Roboflow },
                            year = { 2023 },
                            month = { may },
                            note = { visited on 2024-09-28 },
                            }
                        
                    

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