... gnawer, gnawing animal; placental, placental mammal, eutherian, eutherian mammal; mammal, mammalian; vertebrate, craniate; chordate; animal, animate being, beast, brute, creature, fauna; organism, ... evaluation To achieve this, we developed a web-based tool that allows easy image annotation and instant sharing of such annotations Using this annotation tool, we have collected a large dataset ... small discriminant regions are labeled and not entire object outlines In this paper we describe LabelMe, a database and an online annotation tool that allows the sharing of images and annotations...