Abstract: In recent years, deep learning-based algorithms for image super-resolution (SR) have been increasingly thriving. However, in most existing algorithms, the model takes the whole ...

Abstract: Deep learning approaches have been ubiquitous in single image super-resolution ever since the success of SRCNN. However, the superior performance is based on high requirement of ...

Word Recognition using Deep Convolutional Neural Networks (CNN) This repository contains the source code and documentation for a project that performs word recognition from images using a Deep ...