UT Zappos50K is a large-scale footwear dataset. The dataset contains 50,025 catalog images collected from Zappos.com, which are divided into 4 main categories: shoes, sandals, slippers, and boots, followed by functional types and individual brands. The shoes are centered on a white background and photographed in the same orientation for easy analysis.