ObjectDetector Object Detection Dataset and Pre-Trained Model by North Carolina AT State University

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Explore Dataset

Here are a few use cases for this project:

Traffic Management Systems: The ObjectDetector model could be used in a traffic control system to automate and improve traffic management. It could identify different traffic signs and signals and provide real-time data to efficiently regulate traffic according to current road conditions.
Driver Assistance Systems: The model could be integrated into advanced driver-assistance systems (ADAS) to alert drivers about traffic signs and road conditions, potentially enhancing road safety and reducing accidents.
Training Simulations: For simulations used in driver's education or professional driver training programs, the model can generate realistic, dynamic scenarios by identifying and integrating different traffic signs and signals.
Urban Planning Studies: Urban planners and researchers could leverage the model to analyze city traffic patterns, identifying frequently used signals and instances of non-compliance (like ignoring stop signs or speed limits).
Video Game Development: In racing or driving video games, developers can use the ObjectDetector to create realistic environments, identifying and integrating a variety of traffic signs and signals into the game's landscapes.

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{
                            objectdetector-k9kxm_dataset,
                            title = { ObjectDetector Dataset },
                            type = { Open Source Dataset },
                            author = { North Carolina AT State University },
                            howpublished = { \url{ https://universe.roboflow.com/north-carolina-at-state-university-uypdq/objectdetector-k9kxm } },
                            url = { https://universe.roboflow.com/north-carolina-at-state-university-uypdq/objectdetector-k9kxm },
                            journal = { Roboflow Universe },
                            publisher = { Roboflow },
                            year = { 2023 },
                            month = { may },
                            note = { visited on 2024-05-03 },
                            }