Development of an OCR-based text recognition solution using Deep Learning

Raffaele Perini. (2019). Development of an OCR-based text recognition solution using Deep Learning. Final Career Project (TFM (EIT-SSA)). Universidad Politécnica de Madrid, ETSI Telecomunicación.

Abstract:
In this project, a model able to do optical character recognition with a deep learning approach is implemented. The starting point is the analysis and exploration on the current state-of-the-art in computer vision. Following the structure of a Neural Network is proposed, analysed and implemented. Finally this model is tested with several use cases.