Название: Creative Prototyping with Generative AI: Augmenting Creative Workflows with Generative AI
Автор: Patrick Parra Pennefather
Издательство: Apress
Год: 2023
Страниц: 486
Язык: английский
Формат: pdf (true)
Размер: 30.1 MB

Reimagine different generative AI as useful creative prototyping tools that can be used to augment your own creative process and projects. Gain a deeper understanding of how generative AI can elevate your creative future.

You will acquire a comprehensive understanding of how AI works, uncover tools that can enhance your AI interactions, learn how to extract maximum potential from AI-produced content, and experiment with methods for assessing, refining, and boosting the content to transform your creative projects. You'll also explore how creative professionals from varied disciplines are employing generative AI in their workflows to produce distinctive contributions to the world.

Each chapter provides examples of how designers and other creative individuals can utilize these technological wonders, adopting various prototyping techniques to fast-track and optimize design processes and workflows. Creators from all disciplines can tap into the vast capabilities and benefits of generative AI, enabling them to rapidly experiment and prototype their ideas.

There are many different types of AI systems that can be prompted using text-based methods. For example, language models such as ChatGPT-3 and OpenAI’s Codex can be prompted to generate natural language text. Generative AI, such as DALL-E 2, Stable Diffusion, and Midjourney, can be prompted to create images based on natural language descriptions. Additionally, other forms of generative AI, such as music AI, can also be prompted using natural text. Under the hood different text-image generative AI work differently, and it’s easy to get confused. All do rely on text prompts to generate images.

You Will Learn:
Understand how generative AI can support your own creative process
Learn tools to get the most out of text-text, text-image, and text-video generative AI
Augment your design practices using generative AI
Draw inspiration from AI generated content to create unique creative work
Improve and streamline creatives processes and workflows

Who This Book Is For:
Digital media professionals who want to access off-the shelf creative tools to improve and accelerate their creativity and workflow.
Designers and engineers who are looking at novel ways to improve their prototyping and testing processes.
Students who want to use AI to rapidly generate ideas to support them in prototyping assignments.
Instructors interested in pointing their students to a variety of accessible AI resources to manage their own creativity.