Technology Inheritance Alat Penjanaan Reka Bentuk Seni Bina by Junming Chen

Technology Inheritance Alat Penjanaan Reka Bentuk Seni Bina by Junming Chen is a highly esteemed winner of the very prestigious 2023 A' Design Award Besi in Reka Bentuk Generatif, Algoritmik, Parametrik dan Berbantu AI Competition Category.

BesiGeneratif· 2023

Technology Inheritance Alat Penjanaan Reka Bentuk Seni Bina

by Junming Chen

Client: Chen junming

A' Design Award Besi Winner in Generatif Category

45,186

Verified Award Winner

Verify Award Status for #150834

View at A' Design Award Press Release Award Badge

Colors

The Design

About Technology Inheritance Alat Penjanaan Reka Bentuk Seni Bina

Warisan Teknologi ialah alat kecerdasan buatan yang menjana reka bentuk eksterior bangunan. Alat ini mencipta rupa bangunan dalam pelbagai gaya seni bina daripada teks yang dimasukkan oleh pengguna. Setiap imej dihasilkan dalam beberapa saat, dan reka bentuk boleh diubah dengan menyunting penerangan teks. Sistem ini dibina dengan mengumpul dan melabelkan ribuan lakaran seni bina, kemudian menyempurnakan model penjanaan imej sedia ada dengan set data baharu tersebut. Matlamatnya adalah untuk membantu pemula mencapai tahap kualiti profesional.

The Recognition

About the A' Design Award Besi

Technology Inheritance Alat Penjanaan Reka Bentuk Seni Bina ialah pemenang A' Design Award Besi, pengiktirafan yang berprestij yang dianugerahkan kepada reka bentuk yang baik yang memenuhi keperluan profesional dan industri yang dijangka daripada ciptaan yang direka dengan baik. Pemenang Besi menunjukkan kemahiran yang besar, kepakaran yang tinggi, kefahaman pakar dan keupayaan kreatif penciptanya. Technology Inheritance Alat Penjanaan Reka Bentuk Seni Bina diharapkan menjadi ciptaan yang sangat dihargai, dikagumi dan disayangi yang praktikal dan inovatif. Reka bentuk pemenang A' Design Award Besi ini menyepadukan amalan terbaik industri dan mempunyai ciri teknikal yang kompeten yang dikaitkan dengan kepakaran dan bakat. Technology Inheritance Alat Penjanaan Reka Bentuk Seni Bina dihormati kerana ketelitiannya dan direka untuk memberikan peningkatan kualiti hidup yang membantu menjadikan dunia tempat yang lebih baik.

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.