DomainNet Common Object Dataset

DomainNet is a dataset consisting of common objects from 6 different domains. The dataset contains 345 categories and 600,000 images, addressing the gap in data availability in multi-source UDA (unsupervised domain adaptation) research.

The dataset includes:

• Clipart: A collection of clipart
• Physical images: photos and real images
• Sketch: A rough drawing of a specific object
• Infographic: Infographic with a specific object
• Drawing: artistic depiction of an object in the form of a picture
• Quick Doodle: The famous game Quick Doodle

Example image: