specific Car Computer Vision Project

Thapat Pajongwong

Updated 2 years ago

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Description

Here are a few use cases for this project:

  1. Traffic Management and Control: The "specific Car" model can be used to monitor real-time traffic situations by identifying the types of vehicles on the road. This information can be particularly useful for traffic flow optimization, congestion prediction, and proactive traffic control planning.

  2. Autonomous Driving Systems: This model can be used to help autonomous vehicles identify other vehicles in its environment to enable safe, responsive, and precise navigation. For instance, understanding the behaviors of different car types can lead to better decision-making in autonomous systems.

  3. Vehicle Demand and Usage Analysis: The model can be used by transport planners and authority to study the demand and usage of different types of vehicles on specific routes or at different times. This information can help in forecasting demand, transport infrastructure planning, and scheduling.

  4. Parking and Vehicle Management: This model can be used to enforce parking rules and regulations by identifying the category of the parked vehicle. For example, differentiating commercial trucks from personal cars, or identifying Motorcycles or Bikes in areas dedicated only for bigger vehicles like SUV or Trucks.

  5. Security Applications: The "specific Car" model can be used in surveillance and security systems at checkpoints or borders to identify the type and possibly brand of vehicles, which can be handy in dealing with scenarios like stolen vehicles, vehicle-based criminal activities etc.

Supervision

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Cite This Project

LICENSE
CC BY 4.0

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

                        @misc{
                            specific-car_dataset,
                            title = { specific Car Dataset },
                            type = { Open Source Dataset },
                            author = { Thapat Pajongwong },
                            howpublished = { \url{ https://universe.roboflow.com/thapat-pajongwong-rya0c/specific-car } },
                            url = { https://universe.roboflow.com/thapat-pajongwong-rya0c/specific-car },
                            journal = { Roboflow Universe },
                            publisher = { Roboflow },
                            year = { 2022 },
                            month = { may },
                            note = { visited on 2024-11-14 },
                            }
                        
                    

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