In-Shop

In-shop Clothes Retrieval Benchmark evaluates the performance of in-shop Clothes Retrieval. This is a large subset of DeepFashion, containing large pose and scale variations. It also has large diversities, large quantities, and rich annotations, including:

• 7,982 number of clothing items;
• 52,712 number of in-shop clothes images, and ~200,000 cross-pose/scale pairs;

Each image is annotated by bounding box, clothing type and pose type.