Does a neural network know when it doesn’t know?

A brief tour into techniques for neural networks to think outside the box

If you are keeping up with data science and machine learning, you probably know that in recent years, deep neural networks revolutionized artificial intelligence and computer vision. Ever since AlexNet won the ImageNet challenge in 2012 by a large margin, deep…