paper-with-me

DTD

Describable Textures Dataset

홈페이지 · 논문 870편

The Describable Textures Dataset (DTD) contains 5640 texture images in the wild. They are annotated with human-centric attributes inspired by the perceptual properties of textures. Source: Where is the Fake? Patch-Wise Supervised GANs for Texture Inpainting Image Source: https://www.robots.ox.ac.uk/~vgg/data/dtd/

Images

벤치마크

Prompt Engineering on DTD 결과 14개

Image Classification on DTD 결과 11개

Few-Shot Learning on DTD 결과 8개

Neural Architecture Search on DTD 결과 8개

Image Clustering on DTD 결과 2개

Zero-Shot Learning on DTD 결과 2개

Transductive Zero-Shot Classification on DTD 결과 1개