CUB-200-2011

A frozen DINOv2 ViT-S/14 backbone with a dictionary of 1,024 concepts, up to 16 per image, and 16 quantized attributes of 64 values each. Across its 5,994 training images, a typical image has 16.

Images

Browse 5,994 images Open an image to see its concepts and where else each one appears.

Black billed Cuckoo

Horned Puffin

Chuck will Widow

Western Meadowlark

Barn Swallow

Common Yellowthroat

Bewick Wren

Geococcyx

Concepts

All concepts Each card shows a concept's strongest match in four different classes.

Concept #573 226 images

Red bellied Woodpecker · Downy Woodpecker · Red cockaded Woodpecker

Concept #649 258 images

Gadwall · Mallard · Brown Pelican

Concept #502 51 images

Long tailed Jaeger · Pomarine Jaeger · Black footed Albatross

Concept #275 198 images

Common Raven · American Crow · Brewer Blackbird

Concept #954 182 images

Wilson Warbler · Hooded Warbler · Kentucky Warbler

Concept #1011 270 images

Glaucous winged Gull · Western Gull · Heermann Gull

Concept #2 182 images

House Sparrow · Tree Sparrow · Henslow Sparrow

Concept #189 62 images

Green Violetear · Anna Hummingbird · Ruby throated Hummingbird