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AI and Creativity: Exploring the Intersection of Machine Learning and Artistic Creation

Computer Science

AI and Creativity: Exploring the Intersection of Machine Learning and Artistic Creation

V. Thapliyal and P. Thapliyal

Dive into the frontier where AI meets artistic imagination. This study explores how machine learning—through tools like recurrent neural networks, GANs, and style transfer—is being used to augment human creativity across visual arts, music, and literature. This research was conducted by Vikalp Thapliyal and Pranita Thapliyal and highlights how algorithms are blurring the line between human and machine creation.

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~3 min • Beginner • English
Abstract
Over the course of the past few years, the convergence of artificial intelligence (AI) and creativity has emerged as a central focus of study and innovation. An investigation into the dynamic interaction that exists between machine learning algorithms and the sphere of artistic production is presented in this study. This article investigates the ways in which artificial intelligence systems are being utilised to enhance and augment human creativity across a variety of artistic domains, such as the visual arts, music composition, literature, and other areas. Recurrent neural networks and Generative Adversarial Networks (GANs) are two examples of generative algorithms that can be used to generate artistic content. This type of content blurs the lines between human and machine creation. This paper analyses the concept of style transfer, which is the process by which artificial intelligence systems can imbue artworks with the aesthetics of well-known artists or artistic movements, thereby enabling newly developed forms of expression.
Publisher
International Journal for Research Publication & Seminar
Published On
Authors
Vikalp Thapliyal, Pranita Thapliyal
Tags
Artificial Intelligence
Creativity
Generative Adversarial Networks (GANs)
Recurrent Neural Networks (RNNs)
Style Transfer
Artistic Production
Human–Machine Collaboration
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