Technology Inheritance Alat za generisanje arhitektonskog dizajna by Junming Chen

Technology Inheritance Alat za generisanje arhitektonskog dizajna by Junming Chen is a highly esteemed winner of the very prestigious 2023 Željezna nagrada A' Design Award in Generativni, Algoritmički, Parametarski i AI-Potpomognuti Dizajn Competition Category.

ŽeljezoGenerativni· 2023

Technology Inheritance Alat za generisanje arhitektonskog dizajna

by Junming Chen

Client: Chen junming

Željezna nagrada A' Design Award Winner in Generativni Category

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Verified Award Winner
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View at A' Design Award Press Release Award Badge

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The Design

About Technology Inheritance Alat za generisanje arhitektonskog dizajna

Nasljeđe tehnologije je alat vještačke inteligencije koji generiše dizajne eksterijera zgrada. Alat kreira izgled zgrada u različitim arhitektonskim stilovima na osnovu teksta koji unese korisnik. Svaka slika se generiše za nekoliko sekundi, a dizajn se može mijenjati izmjenom tekstualnog opisa. Sistem je izgrađen prikupljanjem i označavanjem hiljada arhitektonskih renderinga, nakon čega je izvršeno fino podešavanje postojećeg modela za generisanje slika na novom skupu podataka. Cilj je pomoći početnicima da dostignu profesionalni nivo kvaliteta.

The Recognition

About the Željezna nagrada A' Design Award

Technology Inheritance Alat za generisanje arhitektonskog dizajna je pobjednik Željezne nagrade A' Design Award, prestižnog priznanja koje se dodjeljuje dobrim dizajnima što ispunjavaju profesionalne i industrijske zahtjeve očekivane od dobro dizajniranih kreacija. Željezni pobjednici pokazuju veliku vještinu, visoku specijalizaciju, stručno razumijevanje i kreativne kapacitete svojih stvaralaca. Očekuje se da Technology Inheritance Alat za generisanje arhitektonskog dizajna bude visoko cijenjena, voljena i njegovana kreacija koja je praktična i inovativna. Ovaj dizajn koji je osvojio Željeznu nagradu A' Design Award integrira najbolje industrijske prakse i ima kompetentne tehničke karakteristike povezane sa znanjem i talentom. Technology Inheritance Alat za generisanje arhitektonskog dizajna se poštuje zbog svoje temeljitosti i dizajniran je da pruži poboljšanja kvaliteta života koja pomažu da svijet postane bolje mjesto.

Behind the Design

Press Kit

Credits, team members and technical details provided by the designer.

Unique Properties: This project trains an AI that professionally generates the appearance of buildings. The AI can generate buildings of different architectural styles according to the text entered by the user. The AI only takes a few seconds to generate the building's appearance, and users can recreate the design by changing the text description. That is, designers can obtain design concept proposals through AI cooperation and continuously optimize the design.
Dimensions & Packaging: Generating building exteriors using a fine-tuned stable diffusion technique.
Tags: Artificial intelligence, Human-computer cooperation, Architectural appearance generation, Text generation design, Quick modification, Architectural style control
Production Technology: The effect of using stable diffusion to produce architectural appearance could be better. The reason is that this mode needs to sufficiently understand the design skills of different designers, resulting in a messy appearance design and low quality. For this, fine-tuning the existing AI is essential. So this project reworked the data set, fine-tuned the critical stable diffusion, and made an AI to generate the specified architectural style to assist the junior designer in the design.
Design Challenge: The challenge of this design is to build a professional architectural design AI for generating high-quality and stylized designs. This project collected and marked thousands of architectural appearance renderings of dozens of well-known architects, created a data set of architectural appearance, and then handed the data set to AI for fine-tuning learning. This project builds an AI to generate a given building's exterior style.
Research: Research Background: It is difficult for beginners to design high-quality architectural appearances.
Methods: This project trained an AI to professionally generate building exteriors, which can contract with designers to complete architectural exterior designs.
Results: Using the AI trained in this project, the designer can generate an architectural appearance rendering in just a few seconds.
Insights: Using this method, the architectural appearance of a specified style can be generated and modified through text description, and the quality of the generated design is close to that of a professional designer. This method does not require manual modeling and rendering, which improves design efficiency and quality.
Inspiration: Most people measure the quality of a building by evaluating how it looks. Good architectural exterior design can bring attention and economic benefits. However, the exterior architectural design is complex, and the quality of architectural exteriors designed by excellent designers and beginners varies greatly. This design makes an artificial intelligence (AI) that can expertly generate building exteriors to help beginners achieve designs that approach the quality of master builders.
Project Duration: The project has already been completed in 2023.
Operation Flow: 1. Professional designers collect and mark, and screen images of outstanding designer building exteriors.
2. Use the filtered data to train an AI that specializes in generating the exterior of a given architectural style.
3. Designers use AI to design.
4. The designer inputs the design text description into the AI to specify the decoration style.
5. AI generates the interior design of the specified decoration style.
6. Modify the unsatisfactory details in the design through text description, and regenerate the design.
7. After adjusting the text description and generating it multiple times, a good design is obtained.