Cognitive computing has become a crucial technique in contemporary computing because it can solve complex problems that traditional computing systems cannot and because it enables machines to perform tasks that were previously only possible for humans. This chapter provides a comprehensive...

This Chapter presents a comprehensive examination of Natural Language Processing [NLP] techniques for sentiment analysis in social media contexts, addressing the unique challenges and opportunities presented by user-generated content on social platforms. We trace the evolution of sentiment...

Facial recognition and emotion detection have become indispensable in modern civilization, affecting a wide range of businesses like banking, social media, education, and commerce. This chapter provides a thorough investigation of emotion recognition from facial expressions, focussing on three...

This chapter has presented the deep learning algorithms in smart environments for object detection purpose; it has, however, come to bode to broader introspect towards more enhanced automation and intelligence. These include advanced architectures of CNN, Region-based CNN, and YOLO which have...

The integration of Deep Learning with IoT technology is a significant advancement in the field of artificial intelligence. The chapter explores the integration of IoT architectures and deep learning frameworks, discussing important strategies for data collection, processing techniques, and deep...

The Covid-19 epidemic is regarded as the most serious concern of our day. It has an impact on many parts of our life, including schooling. As a result, practically every country's education system now requires distance study. Some people found it easy to accept this method, while others thought...

Object detection, a core task in computer vision, involves identifying and localizing objects in images or videos. Recent deep learning advances have significantly improved accuracy and speed. This chapter explores traditional two-stage methods and modern one-stage techniques. The chapter begins...

The objective of this chapter is to provide details implementation of a research project; song recommendations based on speech emotions through Speech Emotion Recognition (SER). This involves developing a Speech Emotion Recognition model utilizing neural network algorithms or deep learning...

The paper discusses the need for Industrial Automation in Pakistan's automobile and manufacturing industrial sectors. And what are the reasons which hold up this idea factors are controlling its implementation. The work proposes a Smart Painting Machine, a parts painting robot that can be placed...