ahmed90-car-detection Computer Vision Project

ahmedy

Updated 3 years ago

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Classes (11)
Car-F
Car-R
Car-S
Minibus-F
Minibus-R
Minibus-S
Taxi-F
Taxi-R
Taxi-S
Truck
Tuk-tuk
Description

Here are a few use cases for this project:

  1. Traffic Monitoring and Management: The "ahmed90-car-detection" model can be used by traffic authorities to monitor and analyze traffic conditions on roads by identifying various vehicle types. This can help with traffic planning, congestion management, and improving overall traffic flow.

  2. Parking Space Allocation and Management: This computer vision model can assist parking lot operators in identifying different types of vehicles and allocating suitable parking spaces accordingly, leading to efficient utilization of parking lots and reducing vehicle congestion.

  3. Vehicle Classification and Toll Collection: The "ahmed90-car-detection" model can be employed by toll booth operators to automatically classify vehicles and apply appropriate toll charges based on their type, thereby expediting the toll collection process and reducing wait times.

  4. Surveillance and Security: Security agencies can utilize this computer vision model to monitor areas with restricted vehicle access and detect any unauthorized vehicle types entering these zones. This can help improve security measures in sensitive areas and prevent potential threats.

  5. Autonomous Vehicles and Advanced Driver Assistance Systems: The "ahmed90-car-detection" model can be integrated into autonomous vehicles or driver assistance systems to help them accurately detect and identify different vehicle types on roads, allowing for improved decision-making in navigation, lane changes, and collision avoidance.

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{
                            ahmed90-car-detection_dataset,
                            title = { ahmed90-car-detection Dataset },
                            type = { Open Source Dataset },
                            author = { ahmedy },
                            howpublished = { \url{ https://universe.roboflow.com/ahmedy/ahmed90-car-detection } },
                            url = { https://universe.roboflow.com/ahmedy/ahmed90-car-detection },
                            journal = { Roboflow Universe },
                            publisher = { Roboflow },
                            year = { 2022 },
                            month = { jan },
                            note = { visited on 2024-11-21 },
                            }
                        
                    

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