2023
Bugs in the Data: How ImageNet Misrepresents Biodiversity
AAAI 2023technical
ImageNet-1k is a dataset often used for benchmarking machine learning (ML) models and evaluating tasks such as image recognition and object detection. Wild animals make up 27% of ImageNet-1k but, unlike classes representing people and objects, these data have not been closely scrutinized. In the cur…