URCDD Computer Vision Project
URCDD (Unversal Roblox Character Detection Dataset)
Welcome to the Universal Roblox Character Detection Dataset (URCDD). This dataset is a comprehensive collection of images extracted from various games on the Roblox platform. Our primary objective is to offer a diverse and extensive dataset that encompasses the wide array of characters found in Roblox games.
Key Features
- Diverse Game Genres: URCDD includes character images from a myriad of game genres on Roblox, ranging from first-person shooters to roleplaying games.
- Comprehensive Coverage: Our dataset aims to provide a complete representation of the different character types encountered across the Roblox gaming ecosystem.
- Facilitating Model Training: URCDD is designed to simplify the training process for machine learning models focused on character detection within the Roblox environment.
Dataset Details
- Size: The dataset comprises a substantial number of images collected from hundreds of Roblox games. The version specific image count can be viewed in the
Versions
tab. - Format: Images are provided in a standardized format for ease of use in machine learning applications. You can export this dataset in any format you desire, thanks to Roboflow.
- Annotations: This dataset currently only has one class that is deticated to identifying a player's character. We are looking to add more classes in the future.
Tags
We have created a unique tag for each game that we have collected data from. Refer to the list below:
baseplate
- https://www.roblox.com/games/4483381587da-hood
- https://www.roblox.com/games/2788229376arsenal
- https://www.roblox.com/games/286090429aimblox
- https://www.roblox.com/games/6808416928hood-customs
- https://www.roblox.com/games/9825515356counter-blox
- https://www.roblox.com/games/301549746/hood-testing
- https://www.roblox.com/games/12673840215phantom-forces
- https://www.roblox.com/games/292439477entrenched
- https://www.roblox.com/games/3678761576
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.
YOLOv8
This project has a YOLOv8 model checkpoint available for inference with Roboflow Deploy. YOLOv8 is a new state-of-the-art real-time object detection model.
Cite This Project
If you use this dataset in a research paper, please cite it using the following BibTeX:
@misc{
urcdd_dataset,
title = { URCDD Dataset },
type = { Open Source Dataset },
author = { xeon },
howpublished = { \url{ https://universe.roboflow.com/xeon/urcdd } },
url = { https://universe.roboflow.com/xeon/urcdd },
journal = { Roboflow Universe },
publisher = { Roboflow },
year = { 2023 },
month = { dec },
note = { visited on 2024-07-27 },
}
Connect Your Model With Program Logic
Find utilities and guides to help you start using the URCDD project in your project.