Are Convolutional Neural Networks (CNN) resistant to image rotations?
CNNs are not resistant to rotation by design. However, we can make our models resistant by augmenting our datasets with different rotations of the raw data. The predictions of a CNN will change if an image is rotated and we did not augment our dataset accordingly. A demonstration of this occurence can be seen in this video, where a CNN changes its predicted class between a duck and a rabbit based on the rotation of the image.