Unlocking ImageNet's Multi-Object Nature: Automated Large-Scale Multilabel Annotation

Junyu Chen, Md Yousuf Harun, Christopher Kanan

The original ImageNet benchmark enforces a single-label assumption, despite many images depicting multiple objects. This leads to label noise and limits the richness of the learnin…