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Generating Creative Images With DALL-E 3

You're reading from   Generating Creative Images With DALL-E 3 Create accurate images with effective prompting for real-world applications

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Product type Paperback
Published in Mar 2024
Publisher Packt
ISBN-13 9781835087718
Length 230 pages
Edition 1st Edition
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Author (1):
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Holly Picano Holly Picano
Author Profile Icon Holly Picano
Holly Picano
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Table of Contents (15) Chapters Close

Preface 1. Part 1: Getting to Know DALL-E 3
2. Chapter 1: Introduction to Generative AI and DALL-E 3 FREE CHAPTER 3. Chapter 2: Your First Creation 4. Chapter 3: Variations and Fine-Tuning 5. Part 2: Practical Applications
6. Chapter 4: Crafting Fine Art Prints with DALL-E 3 7. Chapter 5: DALL-E 3 and the World of NFTs 8. Chapter 6: Designing Art for Covers of Books, Magazines, and Other Publications 9. Part 3: The Future of AI and Art
10. Chapter 7: Exploring the Ethical Dimensions and the Future of Art 11. Chapter 8: Effective Prompt Cheat Sheet 12. Chapter 9: Case Studies, Interviews, and Insights 13. Index 14. Other Books You May Enjoy

Exploring how DALL-E 3 uses AI

DALL-E 3 is a remarkable example of the application of generative AI. Developed by OpenAI, DALL-E 3 is specifically an instance of a generative model trained using a variant of the GPT-3 architecture. Here’s a step-by-step breakdown of how DALL-E 3 uses AI:

  • Base model: At its foundation, DALL-E 3 utilizes a version of GPT-4 (fourth-generation generative pre-trained transformer) model. GPT-4 is designed to generate coherent and contextually relevant text over long passages, but its architecture has been modified for DALL-E 3 to produce images instead of text.
  • Training on images and descriptions: DALL-E 3 has been trained on pairs of natural language descriptions and corresponding images. Over time, it learns the intricate associations between textual descriptions and the vast array of visual features in the images.
  • Transforming text to images: Once trained, when given a textual prompt (such as “a two-headed flamingo,”...
You have been reading a chapter from
Generating Creative Images With DALL-E 3
Published in: Mar 2024
Publisher: Packt
ISBN-13: 9781835087718
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