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Vehicle Logos Dataset

Vehicle_Logo

Overview

A computer vision dataset of vehicle logo segmentation masks. There are 34 logos each with 16 images and masks.

Go here if you don't have time.


Table of Contents


About the Dataset

Annotated, machine learning dataset of Vehicle Logos. There are 34 Vehicle Logos classes and 544 images each containing a single cropped vehicle logo and corresponding instance mask. There are 34 logos each with 16 images and masks.

Cropped Logo images have been extracted from larger images containing cars. The car images are created using our mobile application and photographers. The images, crops and masks have been manually created.

Maximum occlusion or truncation for any class annotation is ~10%.

  • All images were collected through our mobile application that is available both on Android and iOS and as such are property of General Blockchain, Inc.

  • All annotations were created by our own fully employed in-house team.

  • Each cropped image was checked at least twice during the quality assurance process by different people.

  • Dataset is available in CSV format.

Watch the short video overview to become familiar with the dataset.


Sample Dataset

The sample dataset comes with 34 vehicle classes. Each of the classes have 16 images and masks. So, a total of 544 images and masks are present in the sample dataset.

No Category Images
1 Toyota 16
2 Mitsubishi 16
3 Seat 16
4 Suzuki 16
5 Opel 16
6 Honda 1 16
7 Renault 16
8 Mercedes 1 16
9 Volkswagen 16
10 Subaru 16
11 Dacia 1 16
12 Citroen 16
13 Land Rover 16
14 Tesla 16
15 Mazda 16
16 Nissan 16
17 Hyundai 16
18 Lancia 1 16
19 Skoda 1 16
20 Chevrolet 2 16
21 Porsche 16
22 Peugeot 16
23 Jeep 16
24 Mini 16
25 Kia 1 16
26 Lexus 16
27 Smart 2 16
28 Volvo 1 16
29 GMC 16
30 Ford 16
31 Daewoo 1 16
32 Acura 16
33 Alfa Romeo 16
34 BMW 16
Total 34 544

Original Dataset

Our original dataset comes with 34 vehicle classes and a total of 4934 images. Here is a demonstration of the dataset.

originalimg


Download the Dataset

Download the dataset as zip format

Download_zip

Download using git clone

Open terminal and run the following command:

git clone https://github.com/GeneralBlockchain/vehicle-logos-dataset.git

Evaluation

Model Evaluation Result

evaluation

Confusion Matrix

Confusion_Matrix

Links and References


Who are we

We are General Blockchain Inc, a company developing technology to support the AI industry using blockchain technology.

Our vision is to build a programmable, human based, artificial intelligence.

The first application of this human computer is to provide image annotation services to the machine learning and artificial intelligence community.

Please access our Image Annotation AI services here, today.


Contact Us


License

The repository is licensed under Attribution 4.0 International (CC BY 4.0).


Ford Logo


Suzuki Logo


Seat Logo


KIA Logo


NISSAN Logo


Daewoo Logo


Land Rover Logo


Alfa Romeo Logo


Smart Logo


Opel Logo


Acura Logo


Citroen Logo


Mercedes Logo


Skoda Logo


Volkswagen Logo


Hyundai Logo


Porsche Logo


BMW Logo


Toyota Logo


Lexus Logo


Lancia Logo


Mazda Logo


Honda Logo


Volvo Logo


Chevrolet Logo


Peugeot Logo


Dacia Logo


Mini Logo


Subaru Logo


Renault Logo


Tesla Logo


Jeep Logo


GMC Logo


Mitsubishi Logo


About

A computer vision dataset of vehicle logo segmentation masks. There are 34 logos each with 16 images and masks.

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