AI for Architects:
Early Stage Iterations
Dive deeper into early-stage design iterations with confidence in our specialized workshop tailored for architects. Building upon foundational knowledge, this intermediate-level session delves into advanced techniques in Stable Diffusion (SD) and ControlNet, aimed at enhancing your architectural design process.
Explore intricate design iterations with precision and efficiency, mastering Stable Diffusion for seamless experimentation with form, function, and aesthetic. Gain expertise in leveraging the ControlNet extension to enhance control and precision in your design iterations, ensuring every detail aligns with your vision. Navigate through complex design challenges with ease as you master effective prompting strategies and optimize settings to streamline your workflow.
From conceptualization to refinement, uncover industry best practices that will elevate your architectural designs to new heights. Join us for this immersive workshop and unlock the full potential of Stable Diffusion and ControlNet integration in shaping innovative architectural solutions, whether you’re an experienced practitioner or looking to push the boundaries of your creativity.
Workshop overview
Elevating Architectural Excellence: Advancing with Stable Diffusion
In this workshop, architects will continue their journey into Stable Diffusion, exploring advanced techniques to elevate their architectural design process. Regardless of prior experience, participants will delve into SD 2.0, mastering its intricacies and seamlessly integrating it into their workflows.
Discover how to navigate early-stage design iterations with precision and efficiency, harnessing the power of Stable Diffusion for experimentation with form, function, and aesthetic.
Gain expertise in leveraging the ControlNet extension to enhance control and precision in design iterations, ensuring every detail aligns with your vision. Through a comprehensive overview of effective prompting strategies and industry best practices, architects will acquire practical skills tailored for real world projects.
This workshop offers a transformative opportunity for architects ready to push the boundaries of their creativity and revolutionize their design approach. During the workshop we will be jumping through different tools and techniques from Midjourney to ComfyUI and Fooocus. We will be learning how to effectively use multi-ControlNets to achieve better and more refined results.
Why it is important
Elevating Architectural Excellence: Advancing with Stable Diffusion
In an era of architectural evolution driven by digital prowess, mastering Stable Diffusion is indispensable for architects poised to innovate. This workshop
serves as a pivotal stepping stone, empowering architects to navigate the complexities of early-stage design iterations with precision and confidence, thereby revolutionizing their workflows and unlocking new realms of creative possibility.
Competitive Edge in Design Innovation: Maximizing Stable Diffusion
In today’s competitive architectural landscape, staying ahead demands mastery of cutting-edge tools like Stable Diffusion. This workshop provides architects
with the expertise needed to push boundaries and deliver innovative designs that captivate clients and set them apart in a crowded market.
What will you learn
1. Mastering Stable Diffusion Basics
- Understanding Early Concept Stage Iterations: Participants will grasp the fundamentals of using Stable Diffusion in early concept stage iterations, focusing on generating design solutions using basic building massings and early-stage volumes.
- Seamless Integration for Practical Application: Regardless of prior experience, participants will learn how to seamlessly integrate Stable Diffusion into their workflows, setting the stage for hands-on exploration.
2. Advanced Techniques in Architectural Iteration
- Exploring Design Solution Generation: Participants will delve into advanced techniques for generating a multitude of design solutions using Stable Diffusion and ControlNet, leveraging reference images generated in midjourney to drive iterations.
- Custom Workflow Creation with ComfyUI: Through guided instruction, participants will learn how to create custom workflows using ComfyUI, enhancing efficiency and creativity in their design processes.
Effective Utilization of ControlNet Extension
- Combining ControlNet Models: Participants will gain expertise in combining ControlNet models to achieve desirable results in architectural design iterations, ensuring precision and control over design elements.
- Enhancing Iterative Processes: By integrating ControlNet into their workflows, participants will learn how to enhance iterative processes and refine design solutions effectively.
4. Real-World Project Application
- Application to Real-World Projects: Participants will apply their newfound skills and knowledge to real-world projects, gaining practical experience in utilizing Stable Diffusion and ControlNet integration to address architectural design challenges.
- Fine-Tuned Models for Architecture Design: Participants will utilize custom-trained models specifically fine-tuned for architecture design, ensuring optimal performance and accuracy in their project applications.
5. Cultivating Adaptive Design Approaches
- Adapting to Evolving Design Needs: Through a combination of theoretical learning and practical application, participants will cultivate adaptive design approaches that align with the evolving demands of architectural projects.
- Refining Iterative Techniques: Participants will refine their iterative techniques, leveraging Stable Diffusion and ControlNet integration to continuously improve and innovate in their architectural design processes.
6. Elevating Design Expertise for Innovation
- Pushing Creative Boundaries: By mastering Stable Diffusion and ControlNet integration, participants will be equipped to push creative
boundaries and drive innovation in their architectural design practice. - Fostering Collaborative Innovation: Participants will foster a culture of collaborative innovation, leveraging their enhanced design expertise to contribute meaningfully to architectural projects and industry advancements.
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 Early Concept Stage Iterations
- Introduction to Workshop Objectives and Agenda
- Overview of Early Concept Stage Iterations in Architectural Design
- Fundamentals of Stable Diffusion for Early Stage Design
- Practical Case Study: Generating Design Solutions with Basic Building Massing
Session 2: Advanced Techniques with Stable Diffusion and ControlNet
- Exploring Advanced Techniques for Iterative Design
- Introduction to ControlNet Extension and Its Role in Architectural Iterations
- Hands-On Exercise: Combining ControlNet Models for Precision Control
- Application of Reference Images in Driving Iterations using IPAdapters
Session 3: Custom Workflow Creation and Real-World Application
- Overview of ComfyUI and Custom Workflow Creation
- Practical Exercise: Creating Custom Workflows for Iterative Design
- Application to Real-World Projects: Case Studies and Examples
- Easily Save and Share Workflows Amongst your Practice
Session 4: Custom Workflow Creation and Real-World Application
- Strategies for Refining Design Solutions and Iterative Techniques
- Leveraging Custom-Trained Models for Architecture Design
- Cultivating Adaptive Design Approaches and Pushing Creative Boundaries
- Workshop Conclusion: Recap and Closing Remarks
Important info
- Automatic1111 running locally or on https://rundiffusion.com/
- Basic knowledge of how diffusion models work
- Basic knowledge of ControlNet models
- Access to ComfyUI, Fooocus and Midjourney is a plus
NOTE: The schedule is subject to adjustments based on the pace of learning and
participant engagement during the workshop.
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.