Technology Inheritance آرکیٹیکچرل ڈیزائن جنریشن ٹول by Junming Chen is a highly esteemed winner of the very prestigious 2023 A' Design Award آسنین انعام in جنیریٹو، الگورتھمک، پیرامیٹرک ءِ اے آئی اسسٹڈ ڈیزائن Competition Category.
آسنجنیریٹو· 2023
Technology Inheritance آرکیٹیکچرل ڈیزائن جنریشن ٹول
by Junming Chen
Client: Chen junming
A' Design Award آسنین انعام Winner in جنیریٹو Category
Verified Award Winner
Verify Award Status for #150834The Design
About Technology Inheritance آرکیٹیکچرل ڈیزائن جنریشن ٹول
ٹیکنالوجی وراثت ئیک مصنوعی ذہانت ءِ ٹول اِنت کہ بلڈنگ ءِ ایکسٹیریئر ڈیزائن ءَ جنریٹ کنت۔ اے ٹول یوزر ءِ لکھتہ متن ءَ ھمے واہگ ءَ گوں مختلف آرکیٹیکچرل سبک ءَ بلڈنگ ءِ ظاہری شکل ءَ جوڑ کنت۔ ہر عکس چند ثانیہ ءِ میان ءَ تیار بیت، و ڈیزائن ءَ متن ءِ تشریح ءَ ایڈٹ کرت ءَ تبدیل کرت ءِ امکان اِنت۔ اے سسٹم ءَ ہزاروں آرکیٹیکچرل رینڈرنگاں ءِ جمع کرت و لیبل کرت ءِ ذریعہ ءَ جوڑ کرتگ بوتگ، اُشکہ پہ یک موجودہ عکس جنریشن ماڈل ءَ نوکیں ڈیٹا سیٹ ءَ گوں فائن-ٹیون کرتگ بوتگ۔ مقصد اے اِنت کہ نوآموزاں ءَ مدد بدیت کہ اے یک پیشہ ورانہ سطح ءِ کوالٹی ءَ ءَ رسیگ بہ سرانجام رسائیت۔
The Recognition
About the A' Design Award آسنین انعام
Technology Inheritance آرکیٹیکچرل ڈیزائن جنریشن ٹول A' Design Award آسنین انعام ءِ ورگ آ انت، معزز اعتراف کہ آ جوانیں ڈیزائناں دیگ بیت کہ جوانیں ڈولا ڈیزائن کنگ بوتگیں تخلیقاں چہ متوقع پیشہ ورانہ ءُ صنعتی ضرورتاں پورا کننت۔ آسن ءِ ورگ آ وتی خالقاں ءِ مزن مہارت، اعلیٰ ماہری، ماہرانہ سمجھ ءُ تخلیقی صلاحیت پیش کننت۔ Technology Inheritance آرکیٹیکچرل ڈیزائن جنریشن ٹول چہ امید کنگ بیت کہ آ یک باز قدر کنگ بوتگیں، ساراہگ بوتگیں ءُ پیارکنگ بوتگیں تخلیق بیت کہ عملی ءُ جدت ءِ انت۔ ای ڈیزائن کہ A' Design Award آسنین انعام ءَ برتگ، صنعت ءِ بہترین طریقہ یکجا کنت ءُ علم ءُ صلاحیت گوں جوڑ بوتگیں قابل تکنیکی خصوصیتاں دار انت۔ Technology Inheritance آرکیٹیکچرل ڈیزائن جنریشن ٹول ءِ سنجیدگی ءِ سببا عزت کنگ بیت ءُ آ زندگی ءِ معیار ءَ بہتری آرگ ءِ پہ جوڑ کنگ بوتگ کہ جہان ءَ جوانتر جاگہ جوڑ کنگ ءَ مدد کنت۔
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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