What software and AI tools will I need to use for this workshop?

You will work with Stable Diffusion (including SDXL), ControlNet, Rhinoceros 3D, Adobe Photoshop, and Runway ML (alongside free video-generation alternatives).

What image-to-image and control workflows are covered in the curriculum?

You will learn text-to-image prompting, image-to-image transformations, LoRA training concepts, image-to-video generation basics, and how to use ControlNet for precise geometric and spatial guidance.

What creative techniques will we use for animations and post-processing?

You will explore "Prompt Travel" to generate smooth conceptual transitions and animations, followed by post-processing and refining AI outputs using Adobe Photoshop.

Are software installations provided during the live class sessions?

No, software installation is not included in the workshop time. Participants are required to have all software pre-installed before starting.

What practical communication strategies will I learn for client and academic presentations?

You will learn best practices for presenting AI-driven concepts, maintaining creative control over outputs, and communicating design logic effectively.

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Nov 30 & Dec 1, 202410 lessonsIntermediate

Architectural DesignFREE with Full AccessWorkshopNov 30 & Dec 1, 2024Intermediate10 lessons6h 51mAI Rendering Architectural Animation

AI-Driven Design Practice 2.0

Name: AI-Driven Design Practice 2.0
Price: 119.00 EUR
Availability: InStock
Rating: 4.60 (7 reviews)

This workshop explores integrating AI-driven tools like Stable Diffusion and ControlNet into architectural design workflows, enhancing creativity while maintaining control over the design process.

Learn from Cas Esbach

Instructor

Cas Esbach3 courses

As the architectural profession continues to evolve, technological advancement is reshaping how designers approach their work. The transition from traditional drafting to digital tools like CAD, Rhino, and Grasshopper brought significant shifts in practice while rendering engines such as V-Ray and Enscape revolutionized visualization. The rapid rise of Artificial Intelligence, primarily through diffusion models and AI-driven generative tools, is introducing a new paradigm for architectural design.

This workshop is designed to harness AI technologies effectively while remaining in control of the creative process. Through two targeted, hands-on sessions, participants will explore how AI can be thoughtfully integrated to enhance the creative design process. The focus will be on practical application—using AI as an extension of the designer’s toolkit without losing sight of core architectural principles.

This workshop will be interactive, with dedicated time to address participants' questions and thoroughly explain the key concepts to avoid confusion, Offering ample opportunities for discussion so participants can leave with a confident understanding of how to apply AI tools effectively in their own design workflows.

Effective AI prompting strategies.
Text-to-image generation using Stable Diffusion .
Image-to-image transformations for iterative design.
Basics of image-to-video workflows.
Utilizing ControlNet for enhanced control in AI outputs.
Exploring Prompt Travel for creative transitions and animations.
Refining AI-generated designs in Photoshop .
Best practices for presenting and communicating AI-driven designs to clients and professors.
A brief introduction to Runway ML (This is a paid service, so we’ll cover it briefly. Free alternatives will also be mentioned).

How the 2 days are spent, session by session.

Day 1 Program

Saturday · Nov 30, 2024

PART 1: Introduction (1hr)

What are diffusion models, and how should we use them?

PART 2: Text to Image (1.5 hrs)

Prompting strategies
Introduction to A1111 / Forge UI
Text to Image with SDXL
Assignment 1
Reflection on the assignment

PART 3: Image to Image (1hr)

Basics of image-to-image techniques
Image to Image in Practice
Assignment 2

Day 2 Program

Sunday · Dec 1, 2024

PART 4: Image Image (1.5hr)

Image to Image in Practice 2.0
Assignment 3
Reflection on assignment

Part 5: LoRA (1.5hr)

Intro to LoRA and its applications
Introduction to LoRA training

Part 6: Text to Video (30min)

Basics of text-to-video workflows

This workshop will take a practical approach to implementing AI techniques in your design workflow, with an emphasis on effectively communicating these innovations to clients and professors.

In this workshop, participants will learn to integrate AI tools like Stable Diffusion into their architectural design workflows. Topics covered include text-to-image and image-to-image generation, image-to-video creation basics, and advanced controls with ControlNet. Participants will explore Prompt Travel for creative transitions, refine their AI-generated designs in Photoshop, and learn best practices for communicating their work. By the end of the workshop, attendees will be equipped with practical AI skills to enhance creativity while maintaining control over their design process.

“AI-Driven Design Practice 2.0” will provide a practical framework for incorporating artificial intelligence into various stages of the design process. From early concept generation to more refined phases, AI can significantly enhance creativity and efficiency. Participants will learn how to strategically use SDXL in their workflows, covering text-to-image image-to-image techniques, the basics of video generation, and an introduction to LoRA training. The hands-on sessions will focus on integrating these tools seamlessly into design practice, offering practical insights that elevate both precision and innovation.

The workshop will focus on real-world applications that participants can implement immediately in their current design projects, ensuring a seamless integration of AI tools into existing workflows.

10 Lessons6h 51m

Software Installation is NOT a part of the workshop! Students must have all the software installed before starting the workshop.
The AI-driven design practice 2.0 Studio workshop by PAACADEMY will start at 14:00 (GMT) on Saturday, November 30th.
Total sessions: 2 Sessions The teaching duration per session will be around 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.

Instructor

Cas Esbach

View profile

4.8instructor rating3courses

Cas Esbach is a project leader and architect at MVRDV’s Rotterdam Office. With a rich professional background that includes positions at Derksen|Windt in Delft, Civic Projects in Chicago, and BIG in New York, Cas has been an integral part of the MVRDV team in Rotterdam for over five years. He has significantly contributed to and led numerous impactful projects during his tenure. His notable achievements include successful projects such as the Shenzhen Terraces, Tripolis Park in Amsterdam, and Valley in Amsterdam. Additionally, Cas has served as an esteemed educator, bringing his expertise to the academic realm as a dedicated teacher at TU Delft, where he imparts his knowledge and passion for architecture to the next generation of professionals.

4.687

4.6avg8 Ratings

7 Reviews

acreangaFeb 25, 20255.0

Excellent workshop! Really helpful for any architect that wants to be updated with the latest developments in the AI world

Shivani JaiswalFeb 14, 20255.0

It was an amazing workshop. Cas was very clear and smooth with his delivery content. Can't wait for the next workshop.

Samrudddhi PawarFeb 12, 20255.0

Very Interesting and informative masterclass to enhance creativity.

Thomas NelissenJan 29, 20255.0

Very good course. I really enjoyed it! Cas did a very good job on explaining everything.

Claudio FeldmanJan 3, 20255.0

I think that Cas's first course was better explained than this second one (in the 39-minute 'Lora's training' video, for example), there is too much talk, more words than explanatory images. Trying to cover everything without being able to go into depth.

Thomas NelissenDec 3, 20245.0

Very interesting masterclass. Cas really explained a lot and I learned so much. Would definintely recommend it!

Peter van WoerdenDec 2, 20245.0

Isnpiring course. Bit complicated for me as a starter with SD.

acreanga

Feb 25, 2025

Excellent workshop! Really helpful for any architect that wants to be updated with the latest developments in the AI world

Shivani Jaiswal

Feb 14, 2025

It was an amazing workshop. Cas was very clear and smooth with his delivery content. Can't wait for the next workshop.

Samrudddhi Pawar

Feb 12, 2025

Very Interesting and informative masterclass to enhance creativity.

Thomas Nelissen

Jan 29, 2025

Very good course. I really enjoyed it! Cas did a very good job on explaining everything.

Claudio Feldman

Jan 3, 2025

Thomas Nelissen

Dec 3, 2024

Very interesting masterclass. Cas really explained a lot and I learned so much. Would definintely recommend it!

Peter van Woerden

Dec 2, 2024

Isnpiring course. Bit complicated for me as a starter with SD.

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Nov 30 & Dec 1, 202410 lessonsIntermediate

Architectural DesignFREE with Full AccessWorkshopNov 30 & Dec 1, 2024Intermediate10 lessons6h 51mAI Rendering Architectural Animation

AI-Driven Design Practice 2.0

This workshop explores integrating AI-driven tools like Stable Diffusion and ControlNet into architectural design workflows, enhancing creativity while maintaining control over the design process.

Learn from Cas Esbach

Instructor

Cas Esbach3 courses

Effective AI prompting strategies.
Text-to-image generation using Stable Diffusion .
Image-to-image transformations for iterative design.
Basics of image-to-video workflows.
Utilizing ControlNet for enhanced control in AI outputs.
Exploring Prompt Travel for creative transitions and animations.
Refining AI-generated designs in Photoshop .
Best practices for presenting and communicating AI-driven designs to clients and professors.
A brief introduction to Runway ML (This is a paid service, so we’ll cover it briefly. Free alternatives will also be mentioned).

How the 2 days are spent, session by session.