Convolutional Recurrent Neural Networks(CRNN) for Scene Text Recognition

Use Convolutional Recurrent Neural Network to recognize the Handwritten line text image without pre segmentation into words or characters. Use CTC loss Function to train.

TF2 implementation of Text recognition CRNN

This is simple and easy way to identification and recognition of handwritten text from an image. An Optical Character Recognition (OCR) is type of image-based sequence recognition problem. So, i used CRNN to cop up this problem. This will help to extract text from an image.

This repository contains code for Scene Text OCR following the famous CRNN model. The detection part is handled by EAST and the recognition is done by CRNN.

ctc decoder