Technology Inheritance Arsjitektoanysk Untwerp Generaasje Ark troch Junming Chen

Technology Inheritance Arsjitektoanysk Untwerp Generaasje Ark troch Junming Chen is in heech wurdearre winner fan de tige prestizjeuze 2023 A' Design Award yn Izer yn de kompetysje-kategory Generatyf, Algoritmysk, Parametrysk en AI-stipe Ûntwerp.

IzerGeneratyf· 2023

Technology Inheritance Arsjitektoanysk Untwerp Generaasje Ark

troch Junming Chen

Klant: Chen junming

A' Design Award yn Izer Winner yn de kategory Generatyf

45,702

Ferifiearre Priiswinner

Ferifiearje Prisstatus foar #150834

Besjoch by A' Design Award Parseberjocht Priisbadge

Kleuren

It Untwerp

Oer Technology Inheritance Arsjitektoanysk Untwerp Generaasje Ark

Technology Inheritance is in keunstmjittige yntelliginsje-ark dat eksterieurûntwerpen foar gebouwen generearret. It ark makket gebouweksteriors yn ferskate arsjitektoanyske stilen op basis fan tekst dy't troch de brûker ynfierd wurdt. Elke ôfbylding wurdt yn in pear sekonden produsearre, en it ûntwerp kin oanpast wurde troch de tekstbeskriuwing te bewurkjen. It systeem is boud troch tûzenen arsjitektoanyske renderings te sammeljen en te labeljen, wêrnei't in besteand ôfbyldingsgeneraasjemodel mei dizze nije dataset finetune waard. It doel is om begjinners te helpen om in profesjoneel kwaliteitsnivo te berikken.

De Erkenning

Oer de A' Design Award yn Izer

Technology Inheritance Arsjitektoanysk Untwerp Generaasje Ark is in winner fan de A' Design Award yn Izer, in prestisjeuze erkenning foar goede ûntwerpen dy't foldogge oan de profesjonele en yndustriële easken dy't ferwachte wurde fan goed ûntwurpen skeppings. Izerwinners litte grutte feardigens, hege spesjalisaasje, deskundich begryp en kreatyf fermogen fan har makkers sjen. Fan Technology Inheritance Arsjitektoanysk Untwerp Generaasje Ark wurdt ferwachte dat it in tige heech achte, bewûndere en dierbere skepping is dy't praktysk en ynnovatyf is. Dit winnende ûntwerp fan de A' Design Award yn Izer yntegrearret de bêste praktiken fan de sektor en hat feardige technyske skaaimerken ferbûn mei kennis en talint. Technology Inheritance Arsjitektoanysk Untwerp Generaasje Ark wurdt respektearre foar syn yngeandens en is ûntwurpen om ferbetteringen fan de kwaliteit fan it libben te leverjen dy't helpe de wrâld ta in bettere plak te meitsjen.

Efter it Untwerp

Parsepakket

Credits, teamleden en technyske details levere troch de ûntwerper.

Unike Eigenskippen: 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.
Ofmjittingen & Ferpakking: Generating building exteriors using a fine-tuned stable diffusion technique.
Labels: Artificial intelligence, Human-computer cooperation, Architectural appearance generation, Text generation design, Quick modification, Architectural style control
Produksjetechnology: 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.
Untwerpútdaging: 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.
Undersyk: 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.
Ynspiraasje: 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.
Projektdoer: The project has already been completed in 2023.
Operaasjestreamferrin: 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.