Topic: The Diffusion Architect: Stable Diffusion for Practical Workflows
Date: July 27 – 28, 2024
Time: 15:00 – 19:00 GMT
Format: Online on Zoom
Duration: 2 Sessions (8 Hours)
Registration Deadline: July 26th, 2024
Total Seats: 50 seats
Difficulty: Beginner-Intermediate
Language: English
Certificate: Yes
General Registration: 147 EUR
Join free: with Full Access membership
Fee For Digital Members: 125 EUR (15% discount available only for Digital Members)
Organized By: PAACADEMY
Tutor: Ismail Seleit
Recordings: Recordings will be available for all participants afterward indefinitely.
The workshop is available in a bundle with a discount including two other workshops.
For more details: visit the ‘Artificial Intelligence Bundle 4.0.’
Introduction
This workshop’s main objective is to take you from zero to hero for the practical use of AI tools in the architecture design workflow. These skills are a must-have in this ever-changing landscape of the creative industry and will help you focus more on what is essential while designing. The workshop will revolve around image diffusion models and go through crucial elements and definitions necessary to get value out of these models.
The focus will be on open-source Stable Diffusion combined with one of the most important extensions for practical use, ControlNet. We will cover the basics and progress through advanced workflows tailored to specific design goals. The participants will leave the workshop able to design their project-specific workflows and tackle design problems using AI as actual design assistants.
The Scope of Workshop
In The Diffusion Architect workshop, we will explore the practical application of Stable Diffusion in the architecture design workflow. We will introduce the technology and fundamental concepts, followed by hands-on practice configuring and navigating Stable Diffusion settings.
The workshop will then delve into effective prompting strategies, the use of advanced features, and the integration of the ControlNet extension for precision control. By the end of the workshop, participants will have the skills to create custom workflows for their specific design goals and apply AI tools effectively in their projects.
Methodology
The workshop consists of two-day structured exercises, progressively building participants’ knowledge of basic principles to advanced techniques. We will start with theoretical foundations and hands-on practice, ensuring participants can navigate and configure Stable Diffusion settings.
The sessions will cover effective prompting strategies, ControlNet integration, and custom workflow creation. Each exercise will be followed by a collective assessment of the outputs, enabling participants to refine their techniques. This immersive approach ensures that participants can directly apply their knowledge to architectural design projects.
Objectives
By the end of the Diffusion Architect workshop, participants will:
- Understand the fundamental principles of Stable Diffusion and its application in architectural design.
- Learn effective prompting strategies and advanced techniques for generating architectural designs.
- Gain proficiency in using ControlNet for enhanced precision in design workflows.
- Be capable of creating custom workflows tailored to specific design objectives.
- Utilize AI tools as design assistants to streamline the design process and boost creativity.
- Have access to workshop materials and exercises post-completion for further experimentation and development.
Program
Day 1:
Stable Diffusion Workshop (4 Hours)
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 Discussions
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
Note: The program now begins by focusing 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.
Day 2:
Duration 4 Hours
Session 1: Understanding Early Concept Stage Iterations (1 Hour)
- 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 (1 Hour)
- 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 (1 Hour)
- 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: Refinement and Innovation in Architectural Design (45 Minutes)
- 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
Note: The schedule may be adjusted based on the pace of learning and participant engagement during the workshop.
Software:
- Stable Diffusion and ControlNet (How to install SD and ControlNet). In the alternative, participants can use Stable Diffusion on a server relying on RunDiffusion, a platform focused on the Stable Diffusion model. It charges based on server rental time and the number of models used (it supports ControlNet).
- ComfyUI Installation guide
- Press here for a detailed list of all the software/Plug-ins needed.
Instructor:
Ismail Seleit
Ismail Seleit is a distinguished architect at Foster + Partners, renowned for his expertise in computational design and BIM (Building Information Modeling). His work encompasses various projects, from design competitions to complex building realizations. Ismail is dedicated to integrating advanced AI tools, such as Stable Diffusion and ControlNet, into architectural workflows, pushing the boundaries of design innovation. Beyond architecture, he is an accomplished ambient-electronic music producer, creating soundtracks for architectural films and various independent projects, showcasing his multifaceted creativity and technical skills.
Important Notes
- The “The Diffusion Architect: Stable Diffusion for Practical Workflows” Studio workshop by PAACADEMY will start on Saturday, 27th July 2024, at 15:00 (GMT).
- Total sessions: 2 Sessions
- The teaching duration per session will be 4 hours.
- Students will have time for a break between teaching hours.
- Each session and the entire studio will be recorded, and videos will be available for participants just a day after the class for unlimited time.
- PAACADEMY will provide a certificate of attendance.
- The studio has limited seats. Tickets are non-transferable & non-refundable. Please read carefully before you register.
Topic: The Diffusion Architect: Stable Diffusion for Practical Workflows
Date: July 27 – 28, 2024
Time: 15:00 – 19:00 GMT
Format: Online on Zoom
Duration: 2 Sessions (8 Hours)
Registration Deadline: July 26th, 2024
Total Seats: 50 seats
Difficulty: Beginner – Intermediate
Language: English
Certificate: Yes
General Registration: 147 EUR
Fee For Digital Members: 125 EUR (15% discount available only for Digital Members)
Organized By: PAACADEMY
Tutor: Ismail Seleit
Recordings: Recordings will be available for all participants afterward indefinitely.
