AI for Architects:
Stable Diffusion 101
Explore Stable Diffusion with confidence in our beginner-friendly workshop designed for architects.
No prior experience with the tools is required! Master the essentials, from Automatic1111 settings to advanced techniques in SD 1.5 and SDXL.
Learn effective prompting strategies, optimize settings, and gain industry best practices to elevate your architectural designs. Receive a succinct introduction to the ControlNet extension for enhanced control.
Join us, whether you’re new to the tools or seeking to refine your skills, and embark on a journey of architectural innovation.
Workshop overview
Architectural Innovation: A Stable Diffusion Workshop
In this workshop, architects will embark on a transformative journey into Stable Diffusion, a powerful tool reshaping the architectural design landscape. Participants, regardless of experience, will master the basics, exploring Automatic1111 settings and seamlessly integrating Stable Diffusion into their workflows.
Delve into advanced techniques with SD 1.5 and SDXL, discovering how to add depth and sophistication to architectural creations. The workshop also covers effective prompting strategies and industry best practices, equipping architects with practical skills for real-world projects.
With a brief introduction to the ControlNet extension, participants gain precision control, making this workshop an indispensable resource for architects ready to revolutionize their design approach.
What will you learn
Mastering Stable Diffusion Basics
- Unlocking Automatic1111 Settings: Grasp the essentials with a detailed exploration of Automatic1111 settings.
- Seamless Integration for Beginners: Dive into Stable Diffusion with confidence, regardless of your prior experience.
Advanced Techniques in Architectural Innovation
- Navigating SD 1.5 and SDXL: Explore advanced techniques to add depth and sophistication to your architectural designs.
- Practical Application: Translate theoretical knowledge into actionable skills for real-world projects.
Effective Prompting Strategies for Architectural Creativity
- Crafting Compelling Prompts: Learn the art of effective prompting for optimal results in your architectural designs.
- Industry Best Practices: Discover the proven strategies used by professionals to enhance creativity through effective prompts.
Optimizing Architectural Designs with Stable Diffusion
- Fine-Tuning Settings for Impact: Gain insights into optimizing settings for maximum impact on your architectural creations.
- Enhancing Workflows: Streamline your design process with Stable Diffusion techniques, improving efficiency and output.
Introduction to ControlNet Extension
- Precision Control for Architects: Get a brief overview of the ControlNet extension, offering enhanced control over your design elements.
- Integrating ControlNet for Enhanced Precision: Understand how ControlNet extends your capabilities in architectural design workflows.
Cultivating a Foundation for Architectural Innovation
- Building Confidence in Creative Exploration: Develop a solid foundation in Stable Diffusion, enabling you to confidently navigate the evolving landscape of architectural innovation.
- Practical Toolbox for Everyday Design Challenges: Acquire a practical toolkit of skills and techniques that can be immediately applied to your architectural projects.
Why it is important
Unlocking Architectural Innovation: A Journey with Stable Diffusion
Discover the transformative power of Stable Diffusion (SD) in architectural design through our essential workshop. In an industry increasingly driven by digital innovation, mastering SD is a pivotal skill for architects seeking to push creative boundaries. This workshop ensures that beginners, regardless of their familiarity with the tools, gain a solid foundation in SD.
By demystifying Automatic1111 settings and introducing advanced techniques in SD 1.5 and SDXL, participants acquire the skills needed to infuse their designs with unparalleled depth and sophistication. With the workshop’s focus on practical application and industry best practices, architects can confidently leverage SD to unlock new dimensions of creativity in their projects.
Revolutionizing Workflows: Stable Diffusion’s Impact on Architectural Design
Architectural design is undergoing a paradigm shift, and Stable Diffusion is at the forefront of this revolution. This workshop is not just an introduction but a gateway for architects to embrace cutting-edge technologies seamlessly. The importance lies in its beginner-friendly approach, welcoming architects with no prior experience in the tools.
As participants delve into the intricacies of Automatic1111, SD 1.5, and SDXL, they gain not just theoretical knowledge but actionable skills to enhance their daily workflows. The workshop’s exploration of effective prompting, optimal settings, and a brief introduction to the ControlNet extension ensures that architects leave with a toolbox of techniques to elevate their designs and navigate the evolving landscape of architectural innovation.
Mentors
Ismail Seleit
Ismail Seleit is a design architect at the industry-leading Foster and Partners, specialising in design technology. With extensive experience in architecture and computational design, Ismail has contributed to diverse projects, ranging from design competitions to the realisation of buildings on various scales. Actively supporting design teams, Ismail leverages his expertise in BIM and Computational Design to navigate complex challenges.
His primary focus is on enabling project teams to achieve efficient, informed, and collaborative design outcomes. Collaborating across departments, Ismail works to implement innovative methodologies to manage the design process from urban planning to product scale.
Simultaneously, Ismail engages in applied research, exploring new opportunities for implementing cutting-edge design workflows. His research specifically delves into the integration of generative AI image-generating tools, with a keen interest in the combination of Stable Diffusion and ControlNet.
This unique approach offers various techniques for generating controlled image compositions based on diverse user-defined inputs. Beyond his architectural pursuits, Ismail is an ambient-electronic music producer, with a focus on film scores.
He has composed and produced soundtracks for architectural short films at Foster and Partners and contributed to the music and sound design of various independent films. Ismail’s passion for creative thinking, coupled with his dedication to design problem-solving, continues to drive his multifaceted and innovative endeavours.
Programme
Session 1: Understanding Stable Diffusion Fundamentals (1.5 hours)
- Introduction to Stable Diffusion in Architectural Design
- Fundamental Definitions and Theories
- Overview of Automatic1111 Settings
- Hands-on Practice: Navigating and Configuring Basic Settings
- Q&A and Interactive DiscussionsBreak (15 minutes)
Session 2: Effective Prompting Strategies and Advanced Techniques (1.5 hours)
- Crafting Compelling Prompts for Architectural Designs
- Industry Best Practices in Prompting
- Exploring Advanced Features in SD 1.5
- Leveraging SDXL for Enhanced Architectural Designs
- Practical Application: Integrating Advanced Techniques into Designs
Session 3: Introduction to ControlNet Extension and Closing (1 hour)
- Overview of ControlNet and Its Role in Architectural Design
- Integrating ControlNet for Precision Control
- Workshop Participants’ Prompting Exercises and Feedback
- Closing Remarks, Q&A, and Next Steps
Important info
- Automatic1111 running on https://rundiffusion.com/
- No prior knowledge or software needed
- Note: The program now begins with a focus on understanding stable diffusion fundamentals, providing a solid theoretical foundation before diving into practical aspects like effective prompting strategies. The single break after 2 hours ensures an uninterrupted and immersive learning experience.
Important Info:
- It is advisable to have active plans for the following tools: Midjourney, Prome AI, Krea AI and Runway. This tools covered have free versions, except for Midjourney.
- Basic knowledge of interior design and architecture is recommended.