ARCh Object Detection Object Detection Dataset and Pre-Trained Model by Monash Nova Rover

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Explore Dataset

Here are a few use cases for this project:

Virtual Reality Gaming: The ARCh Object Detection model can be used as part of a VR gaming system to track and monitor the positions and movements of cube-based objects in the game. This could enable interactions in a virtual 3D environment, or offer novel gameplay mechanics.
Construction and Architecture: In industries where blueprints often involve cube-based designs, this model could digitize blueprints to 3D models by rapidly identifying and categorizing cube-shaped objects or parts in the blueprints.
Robotics: For robots working in environments with cube-based schematics such as warehouses, production lines or construction sites, this model could help robots recognize, interact with and handle cube-shaped objects more efficiently.
Surveillance: This computer vision model could be utilized in surveillance systems to detect specific cube-based objects or packages in high-security facilities, aiming to prevent theft or unauthorized access.
AR/VR Education Tools: The model can be deployed in educational applications where students interact with virtual cube-shaped objects, such as virtual chemistry labs, computer science courses or geometry classes.

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{
                            arch-object-detection_dataset,
                            title = { ARCh Object Detection Dataset },
                            type = { Open Source Dataset },
                            author = { Monash Nova Rover },
                            howpublished = { \url{ https://universe.roboflow.com/monash-nova-rover/arch-object-detection } },
                            url = { https://universe.roboflow.com/monash-nova-rover/arch-object-detection },
                            journal = { Roboflow Universe },
                            publisher = { Roboflow },
                            year = { 2024 },
                            month = { mar },
                            note = { visited on 2024-04-27 },
                            }