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Home > Computing and Information Technology Books > Computer programming / software engineering > Programming and scripting languages: general > Using Stable Diffusion with Python: Leverage Python to control and automate high-quality AI image generation using Stable Diffusion
Using Stable Diffusion with Python: Leverage Python to control and automate high-quality AI image generation using Stable Diffusion

Using Stable Diffusion with Python: Leverage Python to control and automate high-quality AI image generation using Stable Diffusion


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About the Book

No detailed description available for "Using Stable Diffusion with Python".

Table of Contents:
Table of Contents

  1. Introducing Stable Diffusion
  2. Setting Up the Environment for Stable Diffusion
  3. Generating Images Using Stable Diffusion
  4. Understanding the Theory Behind Diffusion Models
  5. Understanding How Stable Diffusion Works
  6. Using Stable Diffusion Models
  7. Optimizing Performance and VRAM Usage
  8. Using Community-Shared LoRAs
  9. Using Textual Inversion
  10. Overcoming 77-Token Limitations and Enabling Prompt Weighting
  11. Image Restore and Super-Resolution
  12. Scheduled Prompt Parsing
  13. Generating Images with ControlNet
  14. Generating Video Using Stable Diffusion
  15. Generating Image Descriptions using BLIP-2 and LLaVA
  16. Exploring Stable Diffusion XL
  17. Building Optimized Prompts for Stable Diffusion
  18. Applications - Object Editing and Style Transferring
  19. Generation Data Persistence
  20. Creating Interactive User Interfaces
  21. Diffusion Model Transfer Learning
  22. Exploring Beyond Stable Diffusion


About the Author :
Zhu (Shudong Zhu) Andrew :

Andrew Zhu is an experienced Microsoft Applied Data Scientist with over 15 years of experience in the tech field. He is a highly regarded writer known for his ability to explain complex concepts in machine learning and AI in an engaging and informative manner. Andrew frequently contributes articles to Toward Data Science and other prominent tech publishers. He has authored the book "Microsoft Workflow Foundation 4.0 Cookbook," which has received a 4.5-star review. Andrew has a strong command of programming languages such as C/C++, Java, C#, and Javascript, with his current focus primarily on Python. With a passion for AI and Automation, Andrew resides in WA, US, with his family, which includes two boys.


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Product Details
  • ISBN-13: 9781835084311
  • Publisher: Packt Publishing Limited
  • Publisher Imprint: Packt Publishing Limited
  • Edition: Digital original
  • No of Pages: 352
  • ISBN-10: 1835084311
  • Publisher Date: 23 Sep 2024
  • Binding: Digital (delivered electronically)
  • Language: English
  • Sub Title: Leverage Python to control and automate high-quality AI image generation using Stable Diffusion


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