For most of our cultural history, humans have used hand-drawing and hand-writing to create art and capture information. Digitising graphics is common, but capturing their deeper meaning is much more challenging. With the advent of so-called deep learning algorithms, the interpretation of images has seen considerable advances, ranging from the interpretation of medical images to the annotation of personal photo collections.