shravya11/eyeglasses-dataset

Eyeglasses vs Sunglasses Dataset

This repository contains a large-scale image classification dataset for classifying eyewear into Eyeglasses and Sunglasses.

• Total Images: 21,766
• Dataset Structure:
  • train/: 17,358 images total (1,474 unique product models):
    • eyeglasses/: 13,485 images (1,118 unique product models)
    • sunglasses/: 3,873 images (356 unique product models)
  • validation/: 4,408 images total (369 unique product models):
    • eyeglasses/: 3,427 images (280 unique product models)
    • sunglasses/: 981 images (89 unique product models)
• Format: Image Classification folder structure where images are grouped by unique product model IDs (train/eyeglasses/<product_id>/...).
• Splitting Strategy: The dataset is split by unique product model IDs (80% train, 20% validation) to ensure that all images of any given model reside in the same split, preventing data leakage.
• License: CC BY 4.0