Vehicle Detection Object Detection Dataset and Pre-Trained Model by Hamza Munir

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Explore Dataset

Here are a few use cases for this project:

Traffic Management: Use the "Vehicle Detection" model to monitor and manage traffic flow on roads and highways in real time. By identifying different types of vehicles, traffic control centers can optimize traffic light timings, detect traffic congestion, and implement measures for better road usage.
Parking Surveillance and Management: Implement the model within parking management systems to identify different types of vehicles, ensuring optimized allocation of parking spaces. A separate section for vans, trucks, and trailers could be maintained, enhancing the parking experience.
Autonomous Vehicle Development: Use the model in the development of autonomous cars. Being able to differentiate between different types of vehicles on the road is crucial for safe and efficient autonomous driving.
Security and Surveillance: Employ the model in video surveillance systems to identify any suspicious vehicles like unattended trucks, vans or buses in prohibited areas. It can help detect unusual activities or threats.
Intelligent Transport Systems (ITS): Implement the model in ITS to offer differentiated services. This model can help in predicting travel times, enforcing rules for different vehicle classes, planning improved public transportation systems, etc.

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{
                            vehicle-detection-tsgcl_dataset,
                            title = { Vehicle Detection Dataset },
                            type = { Open Source Dataset },
                            author = { Hamza Munir },
                            howpublished = { \url{ https://universe.roboflow.com/hamza-munir-jeh5y/vehicle-detection-tsgcl } },
                            url = { https://universe.roboflow.com/hamza-munir-jeh5y/vehicle-detection-tsgcl },
                            journal = { Roboflow Universe },
                            publisher = { Roboflow },
                            year = { 2023 },
                            month = { dec },
                            note = { visited on 2024-04-28 },
                            }