AUTOMATED IMAGE CAPTION GENERATOR

AUTOMATED IMAGE CAPTION GENERATOR

Dr.N.Lakshmi Priya - Assistant Professor

Utheja,Nikhila,Nava Kumar Reddy,Sai Ram - B.Tech Final Year
Department of Computer Science and Engineering
Nalla Malla Reddy Engineering College Narapally, Divyanagar, Hyderabad

Abstract - Image captioning is the process of generating a sentence description for an image using automated techniques. Our model aims to develop a model that takes an image as input and generates an English sentence as output, describing the contents of the image. To achieve this, we employ the concepts of Convolutional Neural Networks (CNNs) and Long Short Term Memory (LSTM) algorithms. The CNN acts as an encoder, extracting features from the image, while the LSTM works as a decoder, generating words that describe the image. Once the image is processed and the caption is generated, we evaluate the effectiveness of our model. The aim is to create a system that provides accurate and descriptive captions for the given input image. By implementing this image caption generator, we hope to assist users in understanding and interpreting the contents of the image, making it easier for them to comprehend and communicate the visual information.

Keywords–Image Caption, Web application, Accuracy, Less error rate, CNN, LSTM.