Strike (with) a Pose: Neural Networks Are Easily Fooled by Strange Poses of Familiar Objects

1 code implementation • CVPR 2019 • Michael A. Alcorn, Qi Li, Zhitao Gong, Chengfei Wang, Long Mai, Wei-Shinn Ku, Anh Nguyen

Using our framework and a self-assembled dataset of 3D objects, we investigate the vulnerability of DNNs to OoD poses of well-known objects in ImageNet.