Car MakeModel

Car Make-Model Recognition

Classification

Roboflow Universe Car MakeModel Car Make-Model Recognition
1

Car Make-Model Recognition Computer Vision Project

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Images

200 images
Explore Dataset

The Project contains 5006 samples of cars of 44 different Make/Model. Most of the images are taken from the website Automobile.it. In a second moment the dataset has been further improved with active learning using images from videoframes with a wrong prediction label.

This dataset is used on my Master Thesis about Car Make-Model Recognition from Video. The Thesis also covers the study of Velocity and Trajectory of Vehicles through Computer Vision.

Currently I'm using two YOLOv-8 Networks: the first one is used to detect the car from a Video; the second one is custom trained on this dataset and it's used to classify the car.

Trained Model API

This project has a trained model available that you can try in your browser and use to get predictions via our Hosted Inference API and other deployment methods.

Cite This Project

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

@misc{
                            car-make-model-recognition-q0kvx_dataset,
                            title = { Car Make-Model Recognition Dataset },
                            type = { Open Source Dataset },
                            author = { Car MakeModel },
                            howpublished = { \url{ https://universe.roboflow.com/car-makemodel/car-make-model-recognition-q0kvx } },
                            url = { https://universe.roboflow.com/car-makemodel/car-make-model-recognition-q0kvx },
                            journal = { Roboflow Universe },
                            publisher = { Roboflow },
                            year = { 2023 },
                            month = { oct },
                            note = { visited on 2024-02-26 },
                            }
                        

Connect Your Model With Program Logic

Find utilities and guides to help you start using the Car Make-Model Recognition project in your project.

Source

Car MakeModel

Last Updated

5 months ago

Project Type

Classification

Subject

Car-Make-Model

Classes

1 2008 208 3008 308 500 A A4 A6 Audi Avenger Aygo B BMW Berlingo C C3 CLASSE Captur Citroen Clio Compass Corsa Dacia Duster E Fiat Fiesta Focus Ford Golf Hyundai Ibiza Jeep Kia Kuga Lancia Mercedes Nissan Octavia Opel Panda Passat Peugeot Picanto Polo Puma Punto Q3 Qashqai Renault Renegade Sandero Seat Serie Skoda Sportage T-Roc Tesla Tiguan Tipo Toyota Tucson Unlabeled1 Volkswagen X1 X2 Y Yaris Ypsilon

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License

CC BY 4.0

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