Use of Rotational Equivariance in Image Classification

Have you ever thought that a rabbit can be a duck? See the below picture. It depends on the angle you view it. This probably lowers the accuracy of classification. Somehow, imposing rotational equivariance or using data augmentation may solve the issue.