xeon

URCDD

Object Detection

2

URCDD Computer Vision Project

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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

  1. Diverse Game Genres: URCDD includes character images from a myriad of game genres on Roblox, ranging from first-person shooters to roleplaying games.
  2. Comprehensive Coverage: Our dataset aims to provide a complete representation of the different character types encountered across the Roblox gaming ecosystem.
  3. 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:

  1. baseplate - https://www.roblox.com/games/4483381587
  2. da-hood - https://www.roblox.com/games/2788229376
  3. arsenal - https://www.roblox.com/games/286090429
  4. aimblox - https://www.roblox.com/games/6808416928
  5. hood-customs - https://www.roblox.com/games/9825515356
  6. counter-blox - https://www.roblox.com/games/301549746/
  7. hood-testing - https://www.roblox.com/games/12673840215
  8. phantom-forces - https://www.roblox.com/games/292439477
  9. entrenched - 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 2024-02-24 },
                            }
                        

Connect Your Model With Program Logic

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Source

xeon

Last Updated

2 months ago

Project Type

Object Detection

Subject

roblox-characters

Classes

Character

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License

CC BY 4.0