Disainilahendus Technology Inheritance Arhitektuurse Disaini Genereerimise Tööriist, autor Junming Chen

Disainilahendus Technology Inheritance Arhitektuurse Disaini Genereerimise Tööriist, mille autor on Junming Chen, on kõrgelt hinnatud 2023 auhinna Rauaauhind A' Design Award võitja konkursi kategoorias Generatiivse, algoritmilise, parameetrilise ja tehisintellektiga abistatud disain.

RaudGeneratiivne· 2023

Technology Inheritance Arhitektuurse Disaini Genereerimise Tööriist

disainer: Junming Chen

Klient: Chen junming

Auhind Rauaauhind A' Design Award kategoorias Generatiivne

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Kinnitatud auhinna võitja

Kinnita auhinna staatus disainile #150834

Vaata A' Design Award lehel Pressiteade Auhinna märgis

Värvid

Disain

Teosest Technology Inheritance Arhitektuurse Disaini Genereerimise Tööriist

Tehnoloogia Pärand on tehisintellekti tööriist, mis genereerib hoonete välisilme kujundusi. Tööriist loob hoonete välimusi erinevates arhitektuuristiilides kasutaja sisestatud teksti põhjal. Iga pilt luuakse mõne sekundiga ning kujundust saab muuta tekstikirjeldust redigeerides. Süsteem loodi tuhandete arhitektuursete visualiseeringute kogumise ja märgendamise teel, misjärel täpsustati olemasolevat pildigeneratsiooni mudelit uue andmestiku abil. Eesmärk on aidata algajatel jõuda professionaalse kvaliteedini.

Tunnustus

Auhinnast Rauaauhind A' Design Award

Technology Inheritance Arhitektuurse Disaini Genereerimise Tööriist on Rauaauhinna A' Design Award võitja, prestiižikas tunnustus, mis antakse headele disainidele, mis vastavad professionaalsetele ja tööstuslikele nõuetele, mida oodatakse hästi disainitud töödelt. Raudvõitjad näitavad oma loojate suurt oskust, kõrget spetsialiseerumist, asjatundlikku mõistmist ja loomingulist võimekust. Technology Inheritance Arhitektuurse Disaini Genereerimise Tööriist peaks olema kõrgelt hinnatud, imetletud ja armastatud looming, mis on praktiline ja uuenduslik. See Rauaauhinna A' Design Award võidudisain ühendab tööstuse parimaid tavasid ning tal on pädevad tehnilised omadused, mis on seotud oskusteabe ja andega. Technology Inheritance Arhitektuurse Disaini Genereerimise Tööriist on austatud oma põhjalikkuse eest ning on loodud pakkuma elukvaliteedi parandusi, mis aitavad teha maailma paremaks paigaks.

Disaini taustal

Pressimaterjalid

Disaineri esitatud autorid, meeskonnaliikmed ja tehnilised andmed.

Unikaalsed omadused: 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.
Mõõtmed ja pakend: Generating building exteriors using a fine-tuned stable diffusion technique.
Sildid: Artificial intelligence, Human-computer cooperation, Architectural appearance generation, Text generation design, Quick modification, Architectural style control
Tootmistehnoloogia: 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.
Disainiülesanne: 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.
Uurimistöö: 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.
Inspiratsioon: 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.
Projekti kestus: The project has already been completed in 2023.
Tööprotsess: 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.