Shivam Sharma

vehicles

Object Detection

vehicles Computer Vision Project

Images

1840 images
Explore Dataset

Here are a few use cases for this project:

  1. Road Traffic Management: The model can be used to monitor road traffic in real-time and improve traffic flow. Information like the number and type of vehicles, detection of traffic lights and their current status, and recognition of traffic signs can help in providing insights for efficient traffic management.

  2. Autonomous Vehicle Navigation: It could be used as a critical component in autonomous driving systems. It can help identify other vehicles, pedestrians, and road signs, assisting self-driving vehicles to make more intelligent and safe decisions.

  3. Traffic Violation Detection: The model can identify traffic light statuses, road signs, and vehicles, which can be used to detect potential violations such as running red lights, exceeding the speed limit or illegal parking.

  4. Urban Planning: The identified metadata can help urban planners make data-driven decisions about transportation infrastructure needs, traffic flow efficiency, road sign visibility, and pedestrians' safety needs.

  5. Emergency Response System: By identifying ambulances and understanding their location in relation to traffic flow and traffic lights, it could assist in providing them an unobstructed path to reach their destination faster, potentially saving lives.

Cite This Project

If you use this dataset in a research paper, please cite it using the following BibTeX:

@misc{
                            vehicles-dswff_dataset,
                            title = { vehicles Dataset },
                            type = { Open Source Dataset },
                            author = { Shivam Sharma },
                            howpublished = { \url{ https://universe.roboflow.com/shivam-sharma/vehicles-dswff } },
                            url = { https://universe.roboflow.com/shivam-sharma/vehicles-dswff },
                            journal = { Roboflow Universe },
                            publisher = { Roboflow },
                            year = { 2022 },
                            month = { may },
                            note = { visited on 2024-02-21 },
                            }
                        

Connect Your Model With Program Logic

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

Source

Shivam Sharma

Last Updated

2 years ago

Project Type

Object Detection

Subject

vehicle

Classes

2 Ambulance Bus Car Motorcycle Truck bike lamp-post lamppost man motobike person traffic_light_green traffic_light_orange traffic_light_red traffic_sign_30 traffic_sign_60 traffic_sign_90 tree vehicle

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Downloads: 3

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License

CC BY 4.0