RotateBBNewObjects Object Detection Dataset and Pre-Trained Model by NewWorkspacee

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Explore Dataset

Here are a few use cases for this project:

Automated Sorting System: In industries that deal with numerous types of tools like a hardware store or a manufacturing plant, the model can be used to identify, classify, and sort tools into their respective categories. This will save manual effort and reduce errors in sorting.
Augmented Reality User Manuals: In complex machinery maintenance and repair, the model can be used to identify tools in Augmented Reality (AR) user manuals. This would allow technicians to visually identify the correct tool and learn how to use it via AR demonstrations.
Virtual Training Software: The model can be used in simulation software for training purposes. Trainees can practice identifying and using different tools in a safe, virtual environment before working with actual tools.
Robotics and Automation: It can be used to aid robots in identifying tools necessary for executing automated assembly, maintenance, or manufacturing tasks. This aligns with the idea of Industry 4.0, where systems are interconnected, enabling interaction between humans, machines, and tools.
Safety Monitoring: The model could also be implemented in safety monitoring systems to check whether the right tools are in the right place, both during and after the work. It can identify if any hazardous tools like drills or screwdrivers are left unattended, prompting immediate action.

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{
                            rotatebbnewobjects_dataset,
                            title = { RotateBBNewObjects Dataset },
                            type = { Open Source Dataset },
                            author = { NewWorkspacee },
                            howpublished = { \url{ https://universe.roboflow.com/newworkspacee/rotatebbnewobjects } },
                            url = { https://universe.roboflow.com/newworkspacee/rotatebbnewobjects },
                            journal = { Roboflow Universe },
                            publisher = { Roboflow },
                            year = { 2022 },
                            month = { dec },
                            note = { visited on 2024-05-02 },
                            }