cars5 Computer Vision Project

public

Updated 3 years ago

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Classes (47)
BMW
Black Blue
Brouwn
Chery Chevrolet
Daihatsu
Dark red
Dodge
Fiat
Ford
GMC
Geely
Golden Green Honda Hyundai
Jaguar
Jeep
KIA
Land Rover
Lexus
MG
Maserati
Mazda Mercedes
Mini
Mitsubishi
Nissan Opel Orange
Peugeot
Porsche
Red
Renault
Rolls-Royce
Seat
Skoda
Sky Blue
Suzuki
Toyota Volkswagen
White
audi
infiniti
silver
yellow
Description

Here are a few use cases for this project:

  1. Vehicle Management: The "cars5" model could be deployed in smart parking solutions to automatically identify cars by their make and color. This makes the parking facility more efficient by helping locate available spots, track overstays, or even retrieve lost cars.

  2. Traffic Monitoring: "cars5" can be used in traffic management systems, where it can classify cars by type and color, helping in analyzing traffic flows, or identifying specific vehicles based on color or make for manual or automated enforcement of traffic rules.

  3. e-Commerce Automotive Platforms: This computer vision model can be effective in e-commerce automotive platforms. Users could upload pictures of cars they want to sell, and the model could automatically populate the make, color, and model fields.

  4. Car Rental Services: Car rental companies could apply "cars5" as a part of their management system. It could automatically recognize returned vehicles, speeding up the check-in process.

  5. Insurance Companies: When a claim is reported, the "cars5" model can recognize the car make and model from images submitted by the claimant, providing a way to verify the details mentioned in the claim.

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{
                            cars5-4wril_dataset,
                            title = { cars5 Dataset },
                            type = { Open Source Dataset },
                            author = { public },
                            howpublished = { \url{ https://universe.roboflow.com/public-akodg/cars5-4wril } },
                            url = { https://universe.roboflow.com/public-akodg/cars5-4wril },
                            journal = { Roboflow Universe },
                            publisher = { Roboflow },
                            year = { 2021 },
                            month = { oct },
                            note = { visited on 2024-11-21 },
                            }
                        
                    

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