Oxford Flowers 102

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 1,020 training images, a typical image has 8.

Images

Browse 1,020 images Open an image to see its concepts and where else each one appears.

hard-leaved pocket orchid

purple coneflower

alpine sea holly

bee balm

mexican petunia

buttercup

ball moss

trumpet creeper

Concepts

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

Concept #487 23 images

spear thistle · alpine sea holly · gaura

Concept #475 60 images

silverbush · morning glory · thorn apple

Concept #406 27 images

bearded iris · yellow iris · ruby-lipped cattleya

Concept #16 51 images

tiger lily · bee balm · cape flower

Concept #17 311 images

king protea · sunflower · oxeye daisy

Concept #777 254 images

pincushion flower · clematis · windflower

Concept #110 33 images

sweet pea · carnation · tree poppy

Concept #560 26 images

tree mallow · mallow · balloon flower