pubg Computer Vision Project
Here are a few use cases for this project:
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In-game Player Analytics: The "pubg" computer vision model can be used to analyze player behavior, movement patterns, and in-game strategies by identifying and tracking individual players in a video game.
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Cheat Detection: The model can help identify potential cheaters or hackers in the game by detecting and analyzing abnormal movements, aim, or other in-game actions that may be inconsistent with normal player behavior.
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Highlight Reel Generation: By identifying players in footage of gameplay, the model can be used to automatically create highlight reels showcasing exciting moments, player achievements, and dramatic plays in tournaments, live streams, or uploaded videos.
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Real-time Coaching and Player Improvement: The "pubg" computer vision model can be utilized in tools or applications aimed at providing real-time feedback to players, helping them improve their skills and game strategies by analyzing their movements, positioning, and decision-making.
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Game Character Design Evaluation: The model can assist game developers and designers in evaluating the design and visibility of player characters (skins, outfits, etc.), ensuring they are distinguishable and recognizable even in complex in-game environments.
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{
pubg-xmyvk_dataset,
title = { pubg Dataset },
type = { Open Source Dataset },
author = { deer },
howpublished = { \url{ https://universe.roboflow.com/deer-wtuhw/pubg-xmyvk } },
url = { https://universe.roboflow.com/deer-wtuhw/pubg-xmyvk },
journal = { Roboflow Universe },
publisher = { Roboflow },
year = { 2023 },
month = { jun },
note = { visited on 2024-05-14 },
}
Connect Your Model With Program Logic
Find utilities and guides to help you start using the pubg project in your project.
