Geležinis Generatyvinis · 2023
Technology Inheritance Architektūrinio projektavimo generavimo įrankis
by Junming Chen
- Geležinis apdovanojimas A' Design Award 2023 in Generatyvinis
- CLIENT: Chen junming
- Estimated Number of Design Views: 45,186
- Verification code A32520631A · Verify this award
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About Technology Inheritance Architektūrinio projektavimo generavimo įrankis
„Technology Inheritance" yra dirbtinio intelekto įrankis, generuojantis pastatų išorės dizainus. Šis įrankis sukuria pastatų išvaizdą įvairiais architektūriniais stiliais pagal vartotojo įvestą tekstą. Kiekvienas vaizdas sukuriamas per kelias sekundes, o dizainą galima keisti redaguojant teksto aprašymą. Sistema buvo sukurta surenkant ir sužymint tūkstančius architektūrinių vizualizacijų, o vėliau esamas vaizdų generavimo modelis buvo patikslintas naudojant šį naują duomenų rinkinį. Šio įrankio tikslas – padėti pradedantiesiems pasiekti profesionalų kokybės lygį.
About the Geležinis apdovanojimas A' Design Award
Technology Inheritance Architektūrinio projektavimo generavimo įrankis laimėjo Geležinį apdovanojimą A' Design Award, prestižinį pripažinimą, skiriamą geriems dizainams, atitinkantiems profesinius ir pramoninius reikalavimus, kurių tikimasi iš gerai suprojektuotų kūrinių. Geležies laureatai rodo didelius kūrėjų įgūdžius, aukštą specializaciją, ekspertinį supratimą ir kūrybinį gebėjimą. Tikimasi, kad Technology Inheritance Architektūrinio projektavimo generavimo įrankis bus aukštai vertinamas, žavimas ir brangus kūrinys, praktiškas ir novatoriškas. Šis Geležiniu apdovanojimu įvertintas dizainas integruoja geriausias pramonės praktikas ir turi kompetentingas technines savybes, susietas su patirtimi ir talentu. Technology Inheritance Architektūrinio projektavimo generavimo įrankis gerbiamas už kruopštumą ir sukurtas taip, kad gerintų gyvenimo kokybę ir padėtų padaryti pasaulį geresne vieta.
Press Kit
- 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.
