STANFORD CARS DATASET Overview

Dataset Description

• Number of Images: 16,185
• Number of Classes: 196 car models
• Data Split:
  • Training Set: 8,144 images
  • Test Set: 8,041 images
• Class Subdivision: Each class is roughly divided 50‑50
• Class Details: Classes usually include manufacturer, model, and year, e.g., 2012 Tesla Model S or 2012 BMW M3 coupe.

Dataset Access

• Training Set Images: Download Link
• Test Set Images: Download Link
• Training Set Labels: Download Link
• Test Set Labels: Download Link

Dataset Structure

• Dataset Directory Structure:
  • Training Set: Organized by car model, e.g., AM General Hummer SUV 2000 and Acura RL Sedan 2012.
  • Test Set: Similarly organized by car model, matching the training set organization.

Reference Links

• Dataset Details