An example of how easy it is to modify imperceptibly an image so that it is classified as any other label you might choose. Code taken from https://medium.com/@ageitgey/machine-learning-is-fun-part-8-how-to-intentionally-trick-neural-networks-b55da32b7196. All credit goes to the author of the article.