Technology Inheritance Arkitektonisk Designgenereringsværktøj af Junming Chen er en højt anset vinder af den meget prestigefyldte 2023 A' Design Award i Jern i konkurrencekategorien Generativt, Algoritmisk, Parametrisk og AI-assisteret Design.
JernGenerativt· 2023
Technology Inheritance Arkitektonisk Designgenereringsværktøj
af Junming Chen
Klient: Chen junming
Vinder af A' Design Award i Jern i kategorien Generativt
Verificeret Prisvinder
Verificer Prisstatus for #150834Designet
Om Technology Inheritance Arkitektonisk Designgenereringsværktøj
Technology Inheritance er et kunstig intelligens-værktøj, der genererer eksteriørdesign til bygninger. Værktøjet skaber bygningsudseender i forskellige arkitektoniske stilarter ud fra tekst indtastet af brugeren. Hvert billede produceres på få sekunder, og designet kan ændres ved at redigere tekstbeskrivelsen. Systemet blev bygget ved at indsamle og mærke tusindvis af arkitektoniske renderinger og derefter finjustere en eksisterende billedgenereringsmodel med det nye datasæt. Målet er at hjælpe begyndere med at nå et professionelt kvalitetsniveau.
Anerkendelsen
Om A' Design Award i Jern
Technology Inheritance Arkitektonisk Designgenereringsværktøj er vinder af A' Design Award i Jern, en prestigefyldt anerkendelse, der tildeles gode designs, som opfylder de professionelle og industrielle krav, man forventer af veldesignede skabelser. Jernvinderne viser stor dygtighed, høj specialisering, ekspertforståelse og kreativ kapacitet hos deres skabere. Technology Inheritance Arkitektonisk Designgenereringsværktøj forventes at være en højt estimeret, beundret og kær skabelse, der er praktisk og innovativ. Dette design, der har vundet A' Design Award i Jern, integrerer branchens bedste praksis og har kompetente tekniske egenskaber knyttet til knowhow og talent. Technology Inheritance Arkitektonisk Designgenereringsværktøj respekteres for sin grundighed og er designet til at levere forbedringer af livskvaliteten, der er med til at gøre verden til et bedre sted.
Bag Designet
Pressemappe
Credits, teammedlemmer og tekniske detaljer leveret af designeren.
- Unikke Egenskaber
- 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 & Emballage
- 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
- Produktionsteknologi
- 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.
- Designudfordring
- 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.
- Projektvarighed
- The project has already been completed in 2023.
- Driftsflow
- 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.
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