Technology Inheritance ናይ ህንጻ ንድፊ መፍጠሪ መሳርሒ by Junming Chen is a highly esteemed winner of the very prestigious 2023 ናይ ሓጺን ሽልማት A' Design Award in ጀነረቲቭ፣ ኣልጎሪዝማዊ፣ ፓራሜትሪክን ብ AI ዝተሓገዘ ንድፊን Competition Category.
ሓጺንጀነረቲቭ· 2023
Technology Inheritance ናይ ህንጻ ንድፊ መፍጠሪ መሳርሒ
by Junming Chen
Client: Chen junming
ናይ ሓጺን ሽልማት A' Design Award Winner in ጀነረቲቭ Category
Verified Award Winner
Verify Award Status for #150834The Design
About Technology Inheritance ናይ ህንጻ ንድፊ መፍጠሪ መሳርሒ
ቴክኖሎጂ ውርሻ ናይ ህንጻታት ደገፋዊ ቅርጺ ዝፈጥር ሰብ ሰርሖ ብልሓት (artificial intelligence) መሳርሒ እዩ። እዚ መሳርሒ እዚ ካብቲ ተጠቃሚ ዘእትዎ ጽሑፍ ተበጊሱ፡ ብዝተፈላለየ ኣህጉራዊ ቅርጺ ህንጻታት ናይ ህንጻታት ትርኢት ይፈጥር። ነፍሲ ወከፍ ስእሊ ኣብ ውሑዳት ካልኢታት ይፍጠር፡ ከምኡ'ውን እቲ ንድፊ ነቲ ናይ ጽሑፍ መግለጺ ብምምሕያሽ ክቕየር ይከኣል። እዚ ስርዓት እዚ ኣሽሓት ናይ ህንጻ ስእልታት (renderings) ብምእካብን ብምሉእ ምጥቕላልን ተሰሪሑ፡ ብድሕሪኡ ድማ ነቲ ዘሎ ናይ ስእሊ መፍጠሪ ሞዴል ብእቲ ሓድሽ ዳታ ሴት ብምምሕያሽ (fine-tuning) ተማዕቢሉ። ዕላማኡ ንጀመርቲ ናብ ሞያዊ ደረጃ ጽሬት ንኽበጽሑ ምሕጋዝ እዩ።
The Recognition
About the ናይ ሓጺን ሽልማት A' Design Award
Technology Inheritance ናይ ህንጻ ንድፊ መፍጠሪ መሳርሒ ናይ ሓጺን ሽልማት A' Design Award ዝዓወተ እዩ፣ ካብ ጽቡቕ ዝተዳለዉ ፍጥረታት ዝጽበዩ ሞያውን ኢንዱስትሪኣውን ጠለባት ንዝመላኡ ጽቡቓት ዲዛይናት ዝወሃብ ክቡር ኣፍልጦ። ዘዓወቱ ሓጺን ዓቢ ክእለት፣ ልዑል ፍሉይነት፣ ክኢላዊ ርድኢትን ፈጠራዊ ዓቕምን ፈጣርዮም የርእዩ። Technology Inheritance ናይ ህንጻ ንድፊ መፍጠሪ መሳርሒ ብብዙሕ ዝተመነየ፣ ዝደነቐን ዝፈተዎን፣ ተግባራውን ሓድሽን ፍጥረት ክኾን ይጽበ። እዚ ዝዓወተ ዲዛይን ናይ ሓጺን ሽልማት A' Design Award ንዝበለጹ ልምድታት ኢንዱስትሪ የጣምር፣ ምስ ፍልጠትን ተውህቦን ዝተኣሳሰሩ ብቑዓት ቴክኒካውያን ባህርያት ድማ ኣለዎ። Technology Inheritance ናይ ህንጻ ንድፊ መፍጠሪ መሳርሒ ብጥንቃቐኡ ይኽበር፣ ንዓለም ዝሓሸ ቦታ ክትኸውን ዝሕግዙ ምምሕያሻት መዓርግ ህይወት ንምቕራብ ድማ ዝተዳለወ እዩ።
Behind the Design
Press Kit
Credits, team members and technical details provided by the designer.
- Unique Properties
- 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.
- Dimensions & Packaging
- 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
- Production Technology
- 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.
- Design Challenge
- 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.
- Research
- 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.
- Project Duration
- The project has already been completed in 2023.
- Operation Flow
- 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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