Ghibli Through AI's Eyes: How Machine Learning is Redefining Art

Overview

Delve into the captivating fusion of artificial intelligence and creativity through the enchanting world of Studio Ghibli. Learn how machine learning is transforming the interpretation of artistic styles, offering a fresh perspective on digital storytelling.

This insightful presentation showcases the innovative ways AI can redefine art, bridging the gap between technology and human expression.

Syllabus

• Introduction to AI in Art
Overview of Studio Ghibli and its influence on digital storytelling
Basics of machine learning and its application in the arts
• Machine Learning Fundamentals
Key concepts: supervised learning, unsupervised learning, neural networks
Tools and frameworks: TensorFlow, PyTorch
• Interpreting Artistic Styles with AI
Style transfer techniques
Case studies: AI-generated Ghibli-style images
• AI and Digital Storytelling
Narrative techniques in Ghibli films
Using AI to create and enhance storytelling
• Generative Models in Art
Understanding GANs (Generative Adversarial Networks)
Applications of GANs in creating art inspired by Ghibli
• Workshops and Hands-on Projects
Building a style transfer model for Ghibli art
Developing a simple AI-driven storytelling application
• Ethical Considerations in AI and Art
Discussing the implications of AI in creative fields
Debating the role of AI: collaborator or creator?
• The Future of AI in Artistic Expression
Emerging trends and technologies
Predicting the future of AI’s role in digital arts
• Final Project and Presentation
Create a unique project combining Ghibli's artistic style with AI tools
Present project outcomes and insights learned during the course

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Subjects

Computer Science