Technology Inheritance Arhitektūras dizaina ģenerēšanas rīks by Junming Chen

Technology Inheritance Arhitektūras dizaina ģenerēšanas rīks by Junming Chen is a highly esteemed winner of the very prestigious 2023 Dzelzs balva A' Design Award in Ģeneratīvais, algoritmiskais, parametriskais un MI atbalstītais dizains Competition Category.

DzelzsĢeneratīvais· 2023

Technology Inheritance Arhitektūras dizaina ģenerēšanas rīks

by Junming Chen

Client: Chen junming

Dzelzs balva A' Design Award Winner in Ģeneratīvais 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 Arhitektūras dizaina ģenerēšanas rīks

Tehnoloģiju mantojums ir mākslīgā intelekta rīks, kas ģenerē ēku ārējā izskata dizainus. Šis rīks izveido ēku vizuālo izskatu dažādos arhitektūras stilos, izmantojot lietotāja ievadīto tekstu. Katrs attēls tiek izveidots dažu sekunžu laikā, un dizainu var mainīt, rediģējot teksta aprakstu. Sistēma tika izveidota, savācot un marķējot tūkstošiem arhitektūras vizualizāciju, pēc tam pilnveidojot esošu attēlu ģenerēšanas modeli ar jauno datu kopu. Mērķis ir palīdzēt iesācējiem sasniegt profesionālu kvalitātes līmeni.

The Recognition

About the Dzelzs balva A' Design Award

Technology Inheritance Arhitektūras dizaina ģenerēšanas rīks ir Dzelzs balvas A' Design Award ieguvējs, prestiža atzinība, ko piešķir labiem dizainiem, kas atbilst profesionālajām un rūpnieciskajām prasībām, kādas sagaidāmas no labi izstrādātiem darbiem. Dzelzs ieguvēji parāda to radītāju lielo prasmi, augsto specializāciju, ekspertu izpratni un radošo spēju. Sagaidāms, ka Technology Inheritance Arhitektūras dizaina ģenerēšanas rīks būs augsti vērtēts, apbrīnots un cienīts darbs, praktisks un inovatīvs. Šis ar Dzelzs balvu apbalvotais dizains integrē nozares labāko praksi un tam ir kompetentas tehniskās īpašības, kas saistītas ar zinātību un talantu. Technology Inheritance Arhitektūras dizaina ģenerēšanas rīks tiek cienīts par rūpību un ir izstrādāts, lai uzlabotu dzīves kvalitāti un palīdzētu padarīt pasauli labāku.

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.