One-Image-Per-Class Leather Texture Dataset for Prototype-Based Visual Matching

A de-identified 203-class leather texture image dataset supporting a proof-of-concept study of one-image-per-class leather texture recognition. The release includes original source images, reference/training crops, controlled spatial validation crops, filtered independent-test images, split definitions, file checksums, and metadata needed to reproduce the dataset protocol reported in the manuscript.