Convolutional Neural Networks- An Advanced Approach of Neural Network

ISBN-13: 9786206686538 / Angielski / Miękka / 52 str.

Ramya Sri Kovvuri

Opis

With the emergence of the digital world, it is imperative that we must represent our day-to-day tasks on the internet in a meaningful way. The primary purpose of this book is to represent the handwritten text in terms of a digital document that can be processed by the computer. Handwritten Text Analyzing is an emerging branch of Optical Character Recognition (OCR). The continuous analog form of written text can be expressed in a digitized manner. This book discussesConvolutional Neural Network (CNN) that involves feature extraction and classification. This book computes validation accuracy and losses to test the reliability of our model. This book aims to provide an efficient way of recognizing the letter or digit from the input image.

O autorze

Ramya Sri Kovvuri is an Asst Prof at G Narayanamma Institute of Technology and Science- Hyderabad. She has earned a First Class with Distinction on Computer Science Engineering in Bachelor's degree. She has also earned another First Class with Distinction on Computer Networks and Information Security in Master's degree.