STN-OCR: A single Neural Network for Text Detection and Text Recognition
STN-OCR, a single semi-supervised Deep Neural Network(DNN), consist of a spatial transformer network – which is used to detected text regions in images, and a text recognition network – which recognizes the textual content of the identified text regions.