Deep Learning for Multimedia Processing Applications

CHAPTER 6 Deep Learning Algorithms Clustering and Classifications for Multimedia Data

Anwar Ali Sathio^1,2, Muhammad Malook Rind², and Abdullah Lakhan³

¹Department of CS&IT, Benazir Bhutto Shaheed University, Karachi, Sindh, Pakistan

²Department of Computer Science, Sindh Madressatul Islam University, Karachi, Sindh, Pakistan

³Department of Cyber Security, Dawood University of Engineering and Technology, Karachi, Sindh, Pakistan

DOI: 10.1201/9781032646268-6

6.1 Introduction

6.1.1 Deep Learning and Its Applications in Multimedia Data Analysis

Deep learning is a powerful tool for analyzing complex, particularly multimedia data (text, images, audio, and video). Deep learning algorithms are highly effective for clustering and classifying multimedia ...