ImageNet

A well-known large-scale image classification dataset with between 1000 and 20000 class labels and multiple million images. Preprocessing description: See the Deng et al, CVPR 2009 paper for details Does this dataset contain sensitive information?: Out of the 1000 class labels in the ILSVRC dataset, 3 involve people. As ImageNet became more widely used, researchers became aware of issues related to fairness, representation, and offensive vocabulary for the images and annotations in these 3 categories. The ImageNet team at Princeton and Stanford are working on modifying the original ImageNet dataset to address these issues. For additional information see https://image-net.org/update-mar-11-2021.php and https://image-net.org/update-sep-17-2019.php