Animals with attributes
by Christoph H. Lampert,Hannes Nickisch,Stefan HarmelingUnknown
Animals with attributes
by Christoph H. Lampert,Hannes Nickisch,Stefan HarmelingLicense : Unknown
This dataset provides a plattform to benchmark transfer-learning algorithms, in particular attribute base classification [1,2]. It consists of 30475 images of 50 animals classes with six pre-extracted feature representations for each image. The animals classes are aligned with Osherson's classical class/attribute matrix [3,4], thereby providing 85 numeric attribute values for each class. Using the shared attributes, it is possible to transfer information between different classes.
Dataset Attributes
TasksClassification
CategoriesAnimal, Wildlife, Creatures
SensorRGB Camera
Class Labels
blackwhitebluebrowngrayorangeredyellowpatchesspotsstripesfurryhairlesstoughskinbigsmallbulbousleanflippershandshoovespadspawslongleglongnecktailchewteethmeatteethbuckteethstrainteethhornsclawstuskssmellyflyshopsswimstunnelswalksfastslowstrongweakmusclebipedalquadrapedalactiveinactivenocturnalhibernateagilityfishmeatplanktonvegetationinsectsforagergrazerhunterscavengerskimmerstalkernewworldoldworldarcticcoastaldesertbushplainsforestfieldsjunglemountainsoceangroundwatertreecavefiercetimidsmartgroupsolitarynestspotdomestic