Facebook pumps up character recognition to mine memes

Facebook described how they applied convolutional neural networks, already widely used for image recognition, to detect whether there's text in an image and then transcribe that text. It could be useful for helping visually impaired users, though the immediate appeal of the system would seem to be to mine the vast quantities of internet memes being uploaded by the millions.