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CoursesArtificial IntelligenceTaking Control 4.0: ControlNet x ComfyUI in Architecture
Jun 1-2, 20248 lessonsAdvanced
Artificial IntelligenceFREE with Full AccessWorkshopJun 1-2, 2024Advanced8 lessons9h 43mAI Concept DesignAI Rendering

Taking Control 4.0: ControlNet x ComfyUI in Architecture

This workshop focuses on providing technical expertise and cultivating creative thinking by utilizing AI platforms like Midjourney, Stable Diffusion, and Rhinoceros3D.

Learn from Carlos Bañón
FREE with Full Access

Instructor

Carlos Bañón7 courses

  • Jun. 1-2, 202412:00 - 16:00 (GMT)
  • 9 Hours 43 MinTotal duration
  • Lifetime accessRewatch anytime
  • AdvancedLevel
  • 50 seatsClass size
  • EnglishLanguage
  • EnglishSubtitles
  • 8 LessonsLessons
  • CertificateIncluded
  • Course filesDownloadable

This workshop focuses on providing technical expertise and cultivating creative thinking by utilizing AI platforms like Midjourney, Stable Diffusion, and Rhinoceros3D. These tools significantly redefined workflows in spatial and product design. Midjourney, specifically its v6 alpha version’s features like image prompt-based style guidance, can help expand architectural concepts. Meanwhile, Stable Diffusion, especially versions 1.5, XL, and XL-Turbo, in conjunction with ControlNet and ComfyUI, allows precise manipulation of geometry, materiality, and atmosphere. Since these models have been established in the field, the workshop concentrates on practical implementation and understanding their relevance in architecture. Participants will learn merging the expansive conceptual capabilities of Midjourney with detailed control offered by Stable Diffusion and ControlNet. This combination aims to maximize the potential and optimize these tools for diverse design objectives. The workshop is designed to empower architects and designers with the skills to navigate these advanced technologies, leading to innovative and controlled design outputs.

The workshop aims to introduce participants to Midjourney v6’s Alpha new features and Stable Diffusion, emphasizing their impact on architectural design workflows. Through hands-on exercises, attendees will understand the significance of integrating Stable Diffusion x ControlNet tools for enhanced materiality and atmosphere control in 3D architectural models. Bespoke workflows utilizing Stable Diffusion 1.5 and XL x ControlNet will be developed to enable precise geometry and material manipulation. Participants will gain proficiency in materiality and atmosphere manipulation through practical exercises. Additionally, the workshop will explore the capabilities of the newest Stable Diffusion models, including SDXL and real-time prompting with SDXL Turbo, as well as diffusion models and animation techniques. Finally, a recap of key learnings from the workshop, opportunities for further exploration, and skill development in architectural design workflows will be provided.

  • 01

    Harnessing Midjourney v6: Expanding Architectural Concepts with Image Prompt-Based Guidance

  • 02

    Precision Design with Stable Diffusion: Mastering Geometry, Materiality, and Atmosphere Control

  • 03

    Innovative Workflows: Integrating Stable Diffusion and ControlNet for Enhanced 3D Architectural Models

  • 04

    Exploring Cutting-Edge Features: Leveraging SDXL and Real-Time Prompting for Dynamic Visualizations

  • 05

    Hands-On Application: Cultivating Skills in Material Manipulation and Architectural Atmosphere Creation

MidjourneyStable DiffusionControlNetGrasshopper 3DAdobe Photoshop BetaComfyUI

How the 2 days are spent, session by session.

Day 1 Program

Saturday · Jun 1, 2024

Diffusion Images Fundamentals and Midjourney Alpha (2.5h)

 

•  Introduction: The Spectrum of AI-Driven Design Workflows using Midjourney and Stable Diffusion – Maximizing the Strengths of Each Platform

 

•  Lecture: Midjourney: “Inverted Design: Final Renders as Starting Points in Architecture”

 

•  Tutorials: Prompting strategies to Generate Industry-Ready Architectural Images with Midjourney v6 —Style Creation, Workflows with /blend, Vary Regions, and /remix

 

Stable Diffusion Fundamentals in ComfyUI (2.5h)

 

•  Lecture: “More Than Words: Introduction to Stable Diffusion and ControlNet”

 

•  Tutorial: Setting up Stable Diffusion in ComfyUI – Interface, Introduction, Models, and Initial Experiments

 

•  Tutorial: Workflow creation for Text2Image and Img2Img with ControlNet

Day 2 Program

Sunday · Jun 2, 2024

Stable Diffusion x ComfyUI Workflows (2.5h)

 

•  Workflows with ControlNet in Architectural Design. Application and use Cases.

 

•  Adding detail : Upscaling and Inpainting.

 

•  Fundamentals of ConfyUI with SDXL and SDXL Turbo models.

 

Introduction to Animation with Stable Diffusion (2.5h)

 

•  Creating animations from still frames.

 

•  Examples of AnimateDiff

Introduce Midjourney v6’s Alpha new features and Stable Diffusion.

  • Provide an overview of their impact on architectural design workflows.
  • Understand the significance of integrating these tools to produce 3D Models.

Stable Diffusion x ControlNet for Conceptualization, Materiality, and Atmosphere Control:

  • Explore Design Possibilities with Stable Diffusion 1.5 and XL x ControlNet.
  • Develop bespoke workflows for controlling geometry and materiality in Architectural Designs.
  • Engage in hands-on exercises to cultivate skills in materiality and atmosphere manipulation.

Exploration of newest SD Models:

  • Investigate SDXL and real-time prompting with SDXL Turbo.
  • Examine Diffusion Models and Animation techniques.
  • Recap of key learnings from the workshop, highlighting opportunities for further exploration and skill development.

What you should already know or have ready before you start, experience, tools, and any baseline skills the instructors expect. Scan the list below so nothing catches you off guard.

  • Rhinoceros3D (basic notion of 3D modelling is recommended)
  • Photoshop Beta (elemental notions) 

8 Lessons9h 43m

  • 01
    Total sessions: 2 Sessions
  • 02
    PAACADEMY will provide a certificate of attendance.

Cliff fantasies

Cliff fantasies

@malvina_stamatiadi

Taking Control 4.0: ControlNet x ComfyUI in Architecture
Project

Cliff fantasies

Jun 17, 2025

About this work

After making a segmented image of the main idea in Photoshop, comfyui used controlnet to give this 2d image the proper materiality and form.

ComfyUIAdobe Photoshop
Malvina Stamatiadi
Malvina StamatiadiTaking Control 4.0: ControlNet x ComfyUI in Architecture
View project→
Jerry Figurski

Jerry Figurski

@figjer

Taking Control 4.0: ControlNet x ComfyUI in Architecture
Project

Jerry Figurski

Aug 13, 2024

About this work

Inspiring work by our student Jerry Figurski was developed during the “Taking Control 4.0: ControlNet x ComfyUI in Architecture” workshop led by Car...

Midjourney
figjer
figjerTaking Control 4.0: ControlNet x ComfyUI in Architecture
View project→

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.

4.9·88
4.9avg·8 Ratings
8 Reviews
Maria Mas MengualMay 26, 20265.0out of 5

Very interesting!

Alexandre GuilbeaultApr 30, 20265.0out of 5

Very interesting! Thank you

Dunja PredicJan 5, 20265.0out of 5

Great course and well explained!

Nando TiradoAug 19, 20255.0out of 5

really nice course, so many thing left due to time :( but really inspiring to keep going

Malvina StamatiadiMay 16, 20255.0out of 5

Very inspiring workshop

maystudio.plJan 31, 20255.0out of 5

Really a top workshop!

Rosa BarreroJan 10, 20255.0out of 5

A workshop to learn how to co-design with AI, either by giving it more weight to explore concepts or by exercising more control over the outcome. Very interesting workflows were learned. Thank you!

YagmurJan 2, 20255.0out of 5

nice workshop

Maria Mas Mengual
Maria Mas Mengual
May 26, 2026

Very interesting!

Alexandre Guilbeault
Alexandre Guilbeault
Apr 30, 2026

Very interesting! Thank you

Dunja Predic
Dunja Predic
Jan 5, 2026

Great course and well explained!

Nando Tirado
Nando Tirado
Aug 19, 2025

really nice course, so many thing left due to time :( but really inspiring to keep going

Malvina Stamatiadi
Malvina Stamatiadi
May 16, 2025

Very inspiring workshop

maystudio.pl
maystudio.pl
Jan 31, 2025

Really a top workshop!

Rosa Barrero
Rosa Barrero
Jan 10, 2025

A workshop to learn how to co-design with AI, either by giving it more weight to explore concepts or by exercising more control over the outcome. Very interesting workflows were learned. Thank you!

Yagmur
Yagmur
Jan 2, 2025

nice workshop

  • 01AI-Augmented Creative Workflows: Generative TechniquesJoshua Vermillion€90.00
  • 02Creative Direction with AIIda Rasouli€105.00
  • 03Taking Control 3.0: Stable Diffusion XL x ControlNetCarlos Bañón€145.00
  • 04AI-Driven Design PracticeCas Esbach€35.00
  • 05The Diffusion Architect: Stable Diffusion for Practical WorkflowsIsmail Seleit€161.50
  • 06Combinational Creativity using Generative AIArturo Tedeschi€150.00
  • AI-Augmented Creative Workflows: Generative TechniquesJoshua VermillionBeginner8 lessons2 Sessions (8 Hours)€90.00€125.00
  • Creative Direction with AIIda RasouliBeginner12 lessons8 Hours€105.00€125.00
  • 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
  • The Diffusion Architect: Stable Diffusion for Practical WorkflowsIsmail SeleitBeginner11 lessons8 Hours€161.50€190.00
  • Combinational Creativity using Generative AIArturo TedeschiBeginner7 lessons2 Sessions (8 Hours)€150.00€200.00
Save €75.00

One-time payment

€175.00€250.00

Pay less with membership

Pro Membership€148.75Save €26.25 on this courseFull Access€0.00Plus every other course
InstructorCarlos Bañón
Regular Price
Save €75.00
€175.00€250.00
Pay less with membership
Pro Membership€148.75Save €26.25 on this courseFull Access€0.00Plus every other course