8757150decbd89b0f5442ca3db4d0e0e-Paper.pdf

Despite the recent progress, most methods still train on images from ImageNet [12]. This dataset has specific properties: (1) the images depict a single object in the center of the image, (2) the classes follow a uniform distribution and (3) the images have discriminative visual features.