IMAGE CAPTIONING USING CONVOLUTIONAL NEURAL NETWORKS AND RECURRENT NEURAL NETWORK
Authors:
Devabattula Manikanta, Dr.V.Bhaskar Murthy
Page No: 570-575
Abstract:
Image captioning is the process of generating an accurate textual description of a given image using computer vision and natural language processing. This is achieved through deep learning techniques, specifically Convolutional Neural Networks (CNNs) for feature extraction and Recurrent Neural Networks (RNNs) for text generation. The implementation utilizes the Flickr8k dataset, where CNNs extract visual features from images, and RNNs generate meaningful captions.
Description:
.
Volume & Issue
Volume-14,Issue-4
Keywords
Keywords: Convolutional Neural Network (CNN), Recurrent Neural Network (RNN), Natural Language Processing (NLP), Computer Vision, ResNet, Long Short-Term Memory (LSTM).