AI-Driven Design Practice 2.0 – Studio Cas Esbach

Topic: AI-Driven Design Practice 2.0
Date: November 30 – December 1, 2024
Time: 14:00 – 18:00 GMT
Format: Online on Zoom
Duration: 2 Sessions (8 Hours)
Registration Deadline: November 29th, 2024
Total Seats: 50 seats
Difficulty: Beginner – Intermediate
Language: English
Certificate: Yes
General Registration: 105 EUR
Join free: with Full Access membership
Fee For Digital Members: 90 EUR (15% discount available only for Digital Members)
Organized By: PAACADEMY
Tutor: Cas Esbach
Recordings: Recordings will be available for all participants indefinitely afterward.

Introduction to AI-Driven Design Practice 2.0:

The long-awaited workshop “AI-Driven Design Practice 2.0” explores the integration of Artificial Intelligence (AI) into architectural design, enhancing creativity while maintaining control over the process. Participants will engage in hands-on sessions covering AI tools like Stable Diffusion for text-to-image and image-to-image generation, video basics, and LoRA training. Cas Esbach from MVRDV’s workshop aims to equip attendees with practical skills to incorporate AI into their workflows and effectively communicate their designs.

The Scope of AI-Driven Design Practice 2.0:

“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.

Program:

Day 1:

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:

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

Software:

• A1111 (Installation tutorial)
• Forge UI (Installation tutorial)
• SDXL Halcyon
• ControlNet models for SDXL:
  ControlNet for SDXL Guide
  Hugging Face Control Collection
• Useful LoRA’s:
  • Arch-Mat LoRA
  • Detail Tweaker LoRA
• Photoshop
• Rhino

Students must have all the software installed before starting the workshop.

Instructor:

Cas Esbach

Cas Esbach is a project leader and architect with six years of experience at MVRDV’s Rotterdam office. There, he contributed to major projects such as Shenzhen Terraces, Tripolis Park, and Valley in Amsterdam. His expertise lies in managing complex, large-scale projects, blending innovative design with sustainable solutions. Cas’s work at MVRDV includes leading international teams and coordinating across multiple design and construction phases.

Before MVRDV, Cas gained diverse experience at Derksen|Windt in Delft and Civic Projects in Chicago, working on various architectural projects that shaped his approach to collaborative, forward-thinking design. He is also deeply involved in education, teaching at TU Delft and delivering lectures at institutions such as Syracuse University and events like Salone del Mobile.Cas has written on the integration of technology in architecture, with contributions to Architects Journal and Building Design, focusing on the role of AI and computational design in shaping the future of the industry. He has also been invited to serve as a juror for international design competitions, including the Architizer A+Awards and Buildner, reflecting his expertise and influence in the field.

Important Notes:

• The “AI-Driven Design Practice 2.0” Studio workshop by PAACADEMY will start at 14:00 (GMT) on Saturday, November 30th, 2024.
• 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: AI-Driven Design Practice 2.0
Date: November 30 – December 1, 2024
Time: 14:00 – 18:00 GMT
Format: Online on Zoom
Duration: 2 Sessions (8 Hours)
Registration Deadline: November 29th, 2024
Total Seats: 50 seats
Difficulty: Beginner – Intermediate
Language: English
Certificate: Yes
General Registration: 105 EUR
Fee For Digital Members: 90 EUR (15% discount available only for Digital Members)
Organized By: PAACADEMY
Tutor:  Cas Esbach
Recordings: Recordings will be available for all participants indefinitely afterward.