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CoursesArtificial IntelligenceTaking Control 2.0: Midjourney x ControlNet
Jul 15-16, 20238 lessonsBeginner
Artificial IntelligenceFREE with Full AccessWorkshopJul 15-16, 2023Beginner8 lessons8h 51mAI Concept DesignAI Rendering

Taking Control 2.0: Midjourney x ControlNet

This workshop offers technical knowledge and fosters creative thinking by integrating Midjourney and Stable Diffusion with Rhinoceros to produce open-ended, controlled designs.

Learn from Carlos Bañón
FREE with Full Access

Instructor

Carlos Bañón7 courses

  • Jul. 15-16, 202312:00 - 16:00 (GMT)
  • 8 Hours 51 MinTotal duration
  • Lifetime accessRewatch anytime
  • BeginnerLevel
  • 80 seatsClass size
  • EnglishLanguage
  • EnglishSubtitles
  • 8 LessonsLessons
  • CertificateIncluded
  • Course filesDownloadable

Design workflow has been completely redefined since AI platforms such as Midjourney and Stable Diffusion impacted Architecture and Design. This workshop offers technical knowledge and fosters creative thinking by integrating Midjourney and Stable Diffusion with Rhinoceros to produce open-ended, controlled designs with industry-ready standards. On the one hand, we will learn to expand architectural concepts using Midjourney’s commands, such as /image, /blend, and /remix, including image prompts as guidance. On the other hand, we will develop solid skills further to control geometry, materiality, and atmosphere creation using Stable Diffusion + ControlNet, including inpainting techniques. The workshop will combine both tools to maximize potential and optimize them for various design objectives.

  • 01

    AI Integration in Design: Understand how to leverage Midjourney and Stable Diffusion within architectural workflows to enhance creativity and efficiency.

  • 02

    Midjourney Techniques: Master commands like /image, /blend, and /remix, along with effective use of image prompts to expand architectural concepts.

  • 03

    Materiality and Atmosphere Control: Develop skills in using Stable Diffusion and ControlNet for precise control over materiality and atmospheric design elements.

  • 04

    Workflow Optimization: Learn strategies to combine Midjourney, Stable Diffusion, and Rhinoceros, optimizing your design process for varied project objectives.

  • 05

    Practical Application: Engage in hands-on exercises that allow you to apply learned techniques, fostering a collaborative environment for design exploration and innovation.

Stable DiffusionControlNetAdobe PhotoshopMidjourney

How the 2 days are spent, session by session.

Day 1 Program

Saturday · Jul 15, 2023

  • Introduction: The Spectrum of AI-Driven Design Workflows using Midjourney and Stable Diffusion – Maximizing the Strengths of Each Platform 
  • Lecture: When Midjourney Comes to Town: a Design Paradigm Change in Architecture.
  • Tutorial 1: Industry-Ready Architectural Image Generation with Midjourney: prompting with /imagine
  • Tutorial 2: Working with Self and External References: workflows with /blend and /remix
  • Lecture: Taking geometric control: Introduction to Stable Diffusion and ControlN
  • Tutorial 3: Setting up Stable Diffusion – Interface, Introduction, Models, and Initial Experiments
  • Tutorial 4: Strategic Prompting: Inpainting Techniques
  • Project Theme and Assignment for Tomorrow (Remote Follow Up and Troubleshooting in Miro)

 

Day 2 Program

Sunday · Jul 16, 2023

  • Project Interim Review and General Discussion
  • Tutorial 5: Fine-Tuning Constraints: Implementing Multiple ControlNet Layers
  • Tutorial 6: Moving across Midjourney, Stable Diffusion, and Rhinoceros 3D Models. Strategies to create 3D models
  • Project Development (Miro)
  • Presentation of Results: Final Jury Review with Distinguished Guests
  • Gigapixel Enhancement. Selection of the Best Three Projects for Awards

Introduction and Overview:

  • A brief introduction to Midjourney and Stable Diffusion
  • Overview of their impact on architectural design workflows
  • Understanding the significance of integrating these tools to produce 3D Models

Midjourney for Architectural Concepts:

  • Introduction to Midjourney’s commands: /image, /blend, and /remix
  • Understanding the use of image prompts for concept generation
  • Hands-on exercises to create and expand architectural concepts using Midjourney

Stable Diffusion + Controlnet for Conceptualization, Materiality, and Atmosphere Control:

  • Introduction to Design Possibilities with Stable Diffusion and ControlNet
  • Techniques for controlling materiality and atmosphere in architectural design.
  • Hands-on exercises to develop skills in materiality and atmosphere manipulation

Combining Midjourney, Stable Diffusion, and Rhinoceros for Optimized Design:

  • Strategies for integrating Midjourney and Stable Diffusion within Rhinoceros
  • Methods for optimizing design workflows for various objectives. Impainting.
  • Collaborative exercises to practice combining tools for design exploration

Wrap-up and Next Steps:

  • Recap of the key learnings from the workshop
  • Opportunities for further exploration and skill development
  • Q&A

8 Lessons8h 51m

  • 01
    Total sessions: 2 sessions (8 Hours).
  • 02
    PAACADEMY will provide a certificate of attendance for students.
  • 03
    Please be informed that we won’t be able to provide any license, invitation, or educational account, for any of the software listed above. Having the software with a proper license and installing them on the computer is the responsibility of the attendees.

Instructor

Carlos Bañón

View profile
4.8instructor rating7courses

Carlos Bañón is a pioneering architect and professor integrating AI, computational thinking, and digital fabrication into architectural design. Renowned for his resource-efficient, computationally driven methodologies, he has reshaped urban landscapes and the built environment over twenty years through his practice, Subarquitectura. As a tenured faculty member at SUTD, he established the Architectural Intelligence Research Lab (AirLab) in 2015. His acclaimed work, showcased in two editions of the Venice Biennale, garnered prestigious awards such as the Singapore President’s Design Award and a Nomination for the Mies van der Rohe Award. An influential figure in architectural education, he held visiting professorships at leading institutions such as MIT, EPFL, and KEA, inspiring future generations with innovative, tech-centric designs.

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0 Ratings
0 Reviews

A Strong Foundation for AutoTroph Computational Thinking

This course was especially valuable for my AutoTroph research because it develops the kind of computational thinking needed to work with adaptive architectural systems. The progression from mathematical surfaces and data structures to recursive algorithms, meshes, and volumetric modeling shows how design can emerge from rules, relationships, and feedback. Rather than treating Grasshopper as a form-making tool, the workshop encourages participants to design the process itself, which closely aligns with my interest in architectures that can respond, transform, and evolve.

Walter Patrick SmithAdvanced Grasshopper 1.0

Excellent Course for Architectural Competitions

A very useful and well-structured course that clearly explains how to use AI throughout the architectural competition process, from understanding and rethinking the brief to concept development, visualization, presentation boards, and final submission. I learned practical methods that can improve creativity, workflow, storytelling, and the overall quality of competition projects.

Ammar AlmusaeedAI for Architectural Competitions: From Brief to Submission

This course introduced me to the fundamentals of how data can be...

This course introduced me to the fundamentals of how data can be effectively utilized and exchanged between software systems. Despite having very limited coding knowledge, I realized that the barrier to entry has become significantly lower, enabling anyone to explore “vibe coding” and create innovative solutions without requiring extensive technical expertise.

ARATHA JARUCHAIYAKULVibe Coding for Designers: Adaptive Toolmaking

A great introduction to AI-driven architectural modelin

A very insightful workshop exploring how AI agents can interact with Rhino and Revit to create and modify geometry, work with BIM data, and automate repetitive tasks. It offered a practical perspective on how AI can become part of the architectural workflow beyond image generation and visualization.

Maria Alejandra HerreraArchitect

  • 01AI Conceptual Architecture 3.0Hassan Ragab€119.00
  • 02Prompt IntelligenceShail Patel€125.00
  • 03Advanced Grasshopper 1.0Amir Hossein€35.00
  • 04Taking Control 3.0: Stable Diffusion XL x ControlNetCarlos Bañón€145.00
  • 05AI-Driven Design PracticeCas Esbach€35.00
  • 06Taking Control 4.0: ControlNet x ComfyUI in ArchitectureCarlos Bañón€175.00
  • AI Conceptual Architecture 3.0Hassan RagabBeginner7 lessons8 Hours€119.00€140.00
  • Prompt IntelligenceShail PatelBeginner7 lessons2 Sessions (8 Hours)€125.00€155.00
  • Advanced Grasshopper 1.0Amir HosseinAdvanced7 lessons2 Sessions (8 Hours)€35.00€50.00
  • Taking Control 3.0: Stable Diffusion XL x ControlNetCarlos BañónIntermediate8 lessons8 Hours€145.00€175.00
  • AI-Driven Design PracticeCas EsbachIntermediate3 lessons1 Session (5 Hours)€35.00€50.00
  • Taking Control 4.0: ControlNet x ComfyUI in ArchitectureCarlos BañónAdvanced8 lessons2 Sessions (10 Hours)€175.00€250.00
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€160.00€190.00

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Pro Membership€136.00Save €24.00 on this courseFull Access€0.00Plus every other course
InstructorCarlos Bañón
Regular Price
Save €30.00
€160.00€190.00
Pay less with membership
Pro Membership€136.00Save €24.00 on this courseFull Access€0.00Plus every other course