Technology Inheritance Arkitektoniskt designgenereringsverktyg av Junming Chen

Designen Technology Inheritance Arkitektoniskt designgenereringsverktyg av Junming Chen är en högt ansedd vinnare av den mycket prestigefyllda 2023 A' Design Award i Järn i tävlingskategorin Generativ, Algoritmisk, Parametrisk och AI-assisterad Design.

JärnGenerativ· 2023

Technology Inheritance Arkitektoniskt designgenereringsverktyg

av Junming Chen

Klient: Chen junming

Vinnare av A' Design Award i Järn i kategorin Generativ

45,186

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Verifiera prisstatus för #150834

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Färger

Designen

Om Technology Inheritance Arkitektoniskt designgenereringsverktyg

Technology Inheritance är ett artificiell intelligens-verktyg som genererar exteriöra byggnadsdesigner. Verktyget skapar byggnadsutseenden i olika arkitektoniska stilar utifrån text som användaren skriver in. Varje bild produceras inom några sekunder, och designen kan ändras genom att redigera textbeskrivningen. Systemet byggdes genom att samla in och märka tusentals arkitektoniska renderingar, och därefter finjustera en befintlig bildgenereringsmodell med det nya datasetet. Målet är att hjälpa nybörjare att nå en professionell kvalitetsnivå.

Erkännandet

Om A' Design Award i Järn

Technology Inheritance Arkitektoniskt designgenereringsverktyg är vinnare av A' Design Award i Järn, ett prestigefyllt erkännande som tilldelas bra designverk som uppfyller de professionella och industriella krav som förväntas av välgjorda skapelser. Järnvinnare visar stor skicklighet, hög specialisering, expertförståelse och skaparnas kreativa förmåga. Technology Inheritance Arkitektoniskt designgenereringsverktyg förväntas vara en högt skattad, beundrad och älskad skapelse som är praktisk och innovativ. Detta vinnande verk i A' Design Award i Järn integrerar branschens bästa praxis och har kompetenta tekniska egenskaper kopplade till kunnande och talang. Technology Inheritance Arkitektoniskt designgenereringsverktyg respekteras för sin grundlighet och är utformat för att åstadkomma förbättringar av livskvaliteten som hjälper till att göra världen till en bättre plats.

Bakom designen

Presskit

Erkännanden, teammedlemmar och tekniska detaljer tillhandahållna av designern.

Unika egenskaper: 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.
Dimensioner & förpackning: Generating building exteriors using a fine-tuned stable diffusion technique.
Taggar: Artificial intelligence, Human-computer cooperation, Architectural appearance generation, Text generation design, Quick modification, Architectural style control
Produktionsteknik: 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.
Designutmaning: 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.
Forskning: 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.
Projektlängd: The project has already been completed in 2023.
Arbetsflöde: 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.