GigaFlexhicle Dataset

GigaFlexhicle Dataset

Datasets

GigaFlexhicle Dataset

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GigaFlexhicle Dataset

Use Case

GigaFlexhicle Dataset

Description

Explore the GigaFlexhicle dataset featuring over 9,548 classes of vehicle images categorized by brands, models, and generations.

GigaFlexhicle Dataset

Description:

The dataset features a comprehensive collection of vehicle images (cars/trucks/buses) categorized by brands, models, and generations. Each generation of a vehicle model forms a unique class. For instance, Opel Astra J hatchback, station wagon, and GTC are grouped under one class, while Opel Astra J and Opel Astra H are separate classes.

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Structure

  • Images Directory: Contains folders for each vehicle brand.
    • Brand Folders: Contain subfolders for each model.
    • Model Folders: Contain subfolders for each generation (e.g., 1st, 2nd generation).
  • Annotation File: annotation.csv lists class numbers and relative paths to each image. Only classes with 3 or more images are included, resulting in 9548 classes. Classes with 2 or fewer images are retained for future expansion.

Example

To view all photos of the BMW 2-series 2nd generation, navigate to the corresponding folder containing models like 2-series Active Tourer and 2-series Gran Tourer.

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