The iNaturalist Species Classification and Detection Dataset

Grant Van Horn, Oisin Mac Aodha, Yang Song, Yin Cui, Chen Sun Alex Shepard, Hartwig Adam, PietroPerona1 Serge Belongie

Uniform Distribution

Imbalance

Database

Ground Truth

https://www.inaturalist.org/

Database

Ground Truth

4% error

Maximum / Minimum

Faster-RCNN

https://paperswithcode.com/paper/the-inaturalist-species-classification-and

Database

Ground Truth

Thanks for listening