The open source engine OCRopus was the first one to implement the pioneering line-based approach introduced by Breuel et al. (Breuel et al. 2013) using bidirectional LSTM networks. Apart from the superior recognition capabilities compared to glyph-based approaches, this method has the advantage of allowing the user to train new models very comfortably by just providing image/text pairs on line level.