Hybrid technique: text detection using a neural network and Boxes

Abstract

This paper presents a text detector system, named NNBoxes, which detects text with both high accuracy and efficiency, NNBoxes is a hybrid technique between the Neural network (Noise reduction and letters prediction) and (Lockbox and hitbox) method created by the Author, both boxes draw grids and lines to support the decision algorithm, in some cases the boxes technique detect text pattern in the image that the language text is not supported in the algorithm Dataset and train data.