Ziauddin University

Vehicle Detection

Object Detection

1

Vehicle Detection Computer Vision Project

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Images

650 images
Explore Dataset

Here are a few use cases for this project:

  1. Traffic Management: The "Vehicle Detection" model can be used to monitor and manage traffic conditions in real-time by detecting different types of vehicles on the road. This could help in identifying traffic congestion patterns and implementing necessary measures.

  2. Parking Enforcement: The model can be used to monitor parking spaces in real-time. It can detect illegally parked vehicles or vehicles occupying more than one parking slot, thus aiding in proper parking enforcement.

  3. Surveillance and Security: The model can be used in surveillance systems to detect any unusual activities involving vehicles. For instance, the model can detect any abandoned vehicle in a no-parking zone or unauthorized access of army vehicles in restricted areas.

  4. Autonomous Vehicles: This model can be used in the development of autonomous vehicles. The ability to detect a wide range of vehicle types can improve the self-driving car's navigation and decision-making capabilities.

  5. Emergency Response: The model could be used to improve emergency response times by helping identify breakdowns or accidents involving different vehicles and dispatching the necessary rescue services such as an ambulance or a tow truck.

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-y7ocl_dataset,
                            title = { Vehicle Detection Dataset },
                            type = { Open Source Dataset },
                            author = { Ziauddin University },
                            howpublished = { \url{ https://universe.roboflow.com/ziauddin-university/vehicle-detection-y7ocl } },
                            url = { https://universe.roboflow.com/ziauddin-university/vehicle-detection-y7ocl },
                            journal = { Roboflow Universe },
                            publisher = { Roboflow },
                            year = { 2023 },
                            month = { may },
                            note = { visited on 2024-04-18 },
                            }
                        

Connect Your Model With Program Logic

Find utilities and guides to help you start using the Vehicle Detection project in your project.

Last Updated

a year ago

Project Type

Object Detection

Subject

Cars

Views: 304

Views in previous 30 days: 5

Downloads: 29

Downloads in previous 30 days: 0

License

CC BY 4.0

Classes

0 1 2 Bus Car Motor Cycle Person Rickshaw Truck Vehicle \ ambulance army vehicle auto rickshaw bicycle bus car human hauler minibus minivan motorbike motorcycle person pickup policecar rickshaw scooter suv taxi three wheelers (CNG) truck van wheelbarrow
only-extracting-frames-now
2012 images
Car
Pedestrain-Car-Truck
378 images
vehicles
2659 images
3
1
vehicles
2537 images