Technology Inheritance Arhitektūras dizaina ģenerēšanas rīks — Junming Chen

Darbs Technology Inheritance Arhitektūras dizaina ģenerēšanas rīks, kura autors ir Junming Chen, ir augsti novērtēts un ļoti prestižās 2023 Dzelzs balva A' Design Award ieguvējs kategorijā Ģeneratīvais, algoritmiskais, parametriskais un MI atbalstītais dizains.

DzelzsĢeneratīvais· 2023

Technology Inheritance Arhitektūras dizaina ģenerēšanas rīks

Autors: Junming Chen

Klients: Chen junming

Dzelzs balva A' Design Award ieguvējs kategorijā Ģeneratīvais

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Dizains

Par 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.

Atzinība

Par 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.

Aiz dizaina

Preses materiāli

Dizainera sniegtie autori, komandas dalībnieki un tehniskie dati.

Unikālās īpašības: 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.
Izmēri un iepakojums: Generating building exteriors using a fine-tuned stable diffusion technique.
Birkas: Artificial intelligence, Human-computer cooperation, Architectural appearance generation, Text generation design, Quick modification, Architectural style control
Ražošanas tehnoloģija: 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.
Dizaina izaicinājums: 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.
Pētījums: 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.
Iedvesma: 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.
Projekta ilgums: The project has already been completed in 2023.
Darbības plūsma: 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.