A Study on Data Science in Computer Vision Trends and Future Emerging Technologies
Riyaz Mohammed M · International Journal of Emerging Research in Engineering and Technology · 2020
This paper explores the rapidly developing field of data science as it relates to computer vision, with an emphasis on present developments and future directions for emerging technologies. We investigate the dynamic environment produced by developments in deep learning, specifically Convolutional Neural Networks (CNNs), and their applications in various computer vision tasks by undertaking an extensive survey of current research. Furthermore, we explore the role of interpretability and explainability approaches, few-shot and zero-shot learning strategies, and the combination of edge computing and Internet of Things (IoT) devices with computer vision. This paper analyzes the futuristic view on computer vision with data science focusing on the technology that is emerging. Additionally covered are ethical issues in the design and implementation of computer vision systems. in the field of computer vision, this study offers a thorough review of the state and future potential of data science in the field