Textline-Segmentation-using-UNet.

Recognizing full pages requires the page to be split into lines as most of the text recognition model works on line level.Here I have used U-Net to do semantic segmentation of the text lines and predict the mask associated with them.Contour detection can be applied on these mask to split the page into lines.I have used my own privated dataset which I created by manual annotation.

Requirements

Keras with tensorflow

Opencv

Numpy