Beauty and Makeup Image Datasets for AI Training

Introducing our premier Beauty and Makeup Dataset, a meticulously engineered collection designed specifically for developers and researchers building the next generation of AI-driven beautification, facial editing, and virtual try-on algorithms. This highly specialized dataset provides unparalleled ground-truth data through high-resolution "before and after" facial image pairs, capturing real users across a vast array of diverse, real-world lighting conditions, angles, and environments.

Unlike purely synthetic collections, our dataset emphasizes authentic facial features and practical beautification transformations. Each individual data instance features the raw, untouched original photograph perfectly paired alongside its expertly enhanced counterpart. Crucially, these visual assets are accompanied by rich, highly structured JSON annotations. These comprehensive metadata files provide granular descriptions of the precise transformations applied. They meticulously detail specific makeup elements—such as foundation tone, contouring, eyeliner styles, and lipstick shades—alongside critical lighting adjustments, skin texture refinements, and overall aesthetic style positioning.