Car Make-Model Recognition Computer Vision Project
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 2024-06-25 },
}
Connect Your Model With Program Logic
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Source
Last Updated
9 months ago
Project Type
Classification
Subject
Car-Make-Model
Views: 396
Downloads: 24
