Senior Design Object Detection Dataset and Pre-Trained Model by c.sarver511@gmail.com

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Explore Dataset

Here are a few use cases for this project:

Emergency Vehicle Tracking: "Senior Design" can be used in real-time traffic management systems to identify and track emergency vehicles such as police cars, fire trucks, or ambulances, enabling efficient route planning and traffic prioritization to these vehicles.
Auto Surveillance in Public Safety: Law enforcement agencies can use the model to automatically detect the occurrence of emergency vehicles in an area, assisting them in identifying unusual activities or emergencies.
Traffic Flow Analysis: Transport analysts can use this model to study the frequency of specific types of vehicles in particular areas, such as the prevalence of emergency vehicles, contributing to the development of improved urban planning strategies.
Automated Tolls and Fines: This model can allow automated toll booths to identify different classes of cars and levy charges accordingly - regular for average cars, but perhaps waived or differed for emergency vehicles in the midst of a response.
Driverless Vehicle Navigation: Autonomous vehicle systems can use the "Senior Design" model to perceive and respond correctly to emergency vehicles in the vicinity, ensuring their protocols prioritize safety and legal obedience.

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{
                            senior-design-4mwdm_dataset,
                            title = { Senior Design Dataset },
                            type = { Open Source Dataset },
                            author = { c.sarver511@gmail.com },
                            howpublished = { \url{ https://universe.roboflow.com/c-sarver511-gmail-com/senior-design-4mwdm } },
                            url = { https://universe.roboflow.com/c-sarver511-gmail-com/senior-design-4mwdm },
                            journal = { Roboflow Universe },
                            publisher = { Roboflow },
                            year = { 2022 },
                            month = { nov },
                            note = { visited on 2024-04-24 },
                            }