Basi Generatif · 2023
Technology Inheritance Alek Palenggangan Rancangan Arsitektur
by Junming Chen
- A' Design Award Basi 2023 in Generatif
- CLIENT: Chen junming
- Estimated Number of Design Views: 45,186
- Verification code A32520631A · Verify this award
Colors
About Technology Inheritance Alek Palenggangan Rancangan Arsitektur
Technology Inheritance adolah pakakeh kacadasan buatan nan mambangkikkan rancangan tampak lua bangunan. Pakakeh ko mancipteknan rupo bangunan dalam babagai gaya arsitektur dari teks nan dimasuakkan dek pangguno. Satiok gambar dihasilkan dalam babarapo detik sajo, jo rancangannyo bisa diubah jo caro mangedit deskripsi teks tu. Sistem ko dibangun jo caro mangumpuakan sarato mambari label ka ribuan render arsitektur, sudah tu manyasuaikan (fine-tuning) sabuah model panciptaan gambar nan lah ado jo kumpulan data nan baru tu. Tujuannyo adolah untuak mambantu urang nan baru mulai supayo bisa mancapai kualitas satingkek profesional.
About the A' Design Award Basi
Technology Inheritance Alek Palenggangan Rancangan Arsitektur adolah pamenang A' Design Award Basi, sabuah pangakuan nan bapresti nan dibarikan ka rancangan nan elok nan mamanuhi kaparluan profesional jo industri nan dipaokan dari ciptaan nan dirancang jo elok. Pamenang Basi mamparlihatkan kamahiran nan gadang, spesialisasi nan tinggi, pamahaman pakar jo kapasitas kreatif panciptanyo. Technology Inheritance Alek Palenggangan Rancangan Arsitektur dipaokan manjadi ciptaan nan sangaik dihormati, dikagumi jo disayangi, nan praktis jo inovatif. Rancangan nan manang Basi iko mamasukkan praktik tabaik industri jo punyo ciri teknis nan cakap nan bapautan jo ilimu jo bakaik. Technology Inheritance Alek Palenggangan Rancangan Arsitektur dihormati karano katalitiannyo jo dirancang untuak maningkekkan kualitas hiduik jo mambantu manjadikan dunia tampek nan labiah elok.
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.
