Paper entitled “An End-to-End Deep Neural Architecture for Optical Character Verification and Recognition in Retail Food Packaging” accepted in the flagship conference of IEEE ICIP (International Conference on Image Processing). An output of the collaboration between the mlearn group, laboratory of vision engineering and national centre for food manufacturing of the University of Lincoln.