Vehicle Classification V2 Computer Vision Project

Vehicle Classfication

Updated a year ago

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Classes (21)
Ambulance
Box Truck
Bus
Bus: Small
Concrete Mixer
Construction Equipment
Cyclist
Fire Truck
Garbage Truck
Hatchback
Motorbike Pickup
Pickup: Utility
SUV Sedan
Tow Truck
Tractor Trailer
Trailer
Truck: 2-Axle
Truck: Multi-Axle
Van

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Description

Here are a few use cases for this project:

  1. Traffic Management Systems: This model can be integrated into traffic management systems to identify and classify different types of vehicles on the road, enabling smarter decision-making to improve flow and reduce congestions.

  2. Security Surveillance: The model can be used in security cameras (like those in parking lots or on roads) to classify and log vehicles entering and exiting a premise, which could help track suspicious or unauthorized vehicles.

  3. Road Safety Analysis: By tracking and analyzing the movement and behavior of different types of vehicles, such as Buses, Sedans, and Motorbikes, the model could assist in enhancing road safety and assist in accident investigations.

  4. Smart City Infrastructure: City planners can use the data provided by the model to understand the types and volumes of vehicles utilizing different streets and districts, aiding in urban planning and public transportation decision-making.

  5. Vehicle Insurance: Insurance companies can use this model to verify and classify the types of vehicles for which insurance policies are being bought- or claimed - reducing fraudulent claims.

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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{
                            vehicle-classification-v2_dataset,
                            title = { Vehicle Classification V2 Dataset },
                            type = { Open Source Dataset },
                            author = { Vehicle Classfication },
                            howpublished = { \url{ https://universe.roboflow.com/vehicle-classfication/vehicle-classification-v2 } },
                            url = { https://universe.roboflow.com/vehicle-classfication/vehicle-classification-v2 },
                            journal = { Roboflow Universe },
                            publisher = { Roboflow },
                            year = { 2023 },
                            month = { sep },
                            note = { visited on 2024-11-21 },
                            }
                        
                    

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