DTD Texture Recognition Dataset

DTD stands for Describable Textures Dataset. It is a continuously updated texture dataset consisting of 5,640 images, which are divided into 47 categories based on human perception. Each category has 120 images. For each image, a list of key attributes and joint attributes is also provided.

The purpose of this dataset is to further understand how intelligent systems process, analyze and represent texture information; compared with classic texture recognition, DTD perception features are richer in structure and variety, and more challenging.

Example image: