Technology Inheritance Alat Generasi Desain Arsitéktur ku Junming Chen

Karya Technology Inheritance Alat Generasi Desain Arsitéktur ku Junming Chen nyaéta pamenang anu dihormat pisan tina 2023 A' Design Award Beusi anu bergengsi dina Katégori Kompetisi Géneratif.

BeusiGéneratif· 2023

Technology Inheritance Alat Generasi Desain Arsitéktur

ku Junming Chen

Klién: Chen junming

Pamenang A' Design Award Beusi dina Katégori Géneratif

45,702

Pamenang Panghargaan anu Diverifikasi

Verifikasi Status Panghargaan pikeun #150834

Tingali di A' Design Award Siaran Pers Lencana Panghargaan

Warna

Désain

Ngeunaan Technology Inheritance Alat Generasi Desain Arsitéktur

Technology Inheritance nyaéta hiji alat kecerdasan buatan anu ngahasilkeun desain tampilan luar bangunan. Alat ieu nyiptakeun tampilan bangunan dina rupa-rupa gaya arsitéktur tina téks anu diasupkeun ku pamaké. Unggal gambar dihasilkeun dina sababaraha detik, sarta desainna bisa diarobah ku cara ngédit deskripsi téksna. Sistem ieu diwangun ku cara ngumpulkeun sarta masangkeun labél kana rébuan gambar rénderan arsitéktur, lajeng nyaluyukeun modél generasi gambar anu geus aya ku set data anyar. Tujuanana nyaéta pikeun mantuan para pamula ngahontal kualitas anu satingkat jeung profésional.

Pangakuan

Ngeunaan A' Design Award Beusi

Technology Inheritance Alat Generasi Desain Arsitéktur mangrupa juara A' Design Award Beusi, pangakuan anu bergengsi anu dipasihkeun ka desain alus anu minuhan sarat profésional jeung industri anu diharepkeun tina kréasi anu dirarancang alus. Para juara Beusi nunjukkeun kaahlian anu hébat, spésialisasi anu luhur, pamahaman ahli jeung kamampuh kréatif para kréatorna. Technology Inheritance Alat Generasi Desain Arsitéktur diharepkeun jadi kréasi anu dihargaan, dikagumi jeung dipikanyaah anu praktis jeung inovatif. Desain juara A' Design Award Beusi ieu ngalebetkeun prakték pangalusna industri sarta ngabogaan ciri téknis anu mampuh pakait jeung pangweruh praktis jeung bakat. Technology Inheritance Alat Generasi Desain Arsitéktur dihormat pikeun katelitianana sarta dirarancang pikeun méré paningkatan kualitas hirup anu mantuan ngajadikeun dunya tempat nu leuwih hadé.

Di Balik Désain

Kit Pers

Krédit, anggota tim sareng detil téknis anu disayogikeun ku désainer.

Sipat Unik: 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.
Diménsi & Bungkusan: Generating building exteriors using a fine-tuned stable diffusion technique.
Tag: Artificial intelligence, Human-computer cooperation, Architectural appearance generation, Text generation design, Quick modification, Architectural style control
Téknologi Produksi: 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.
Tantangan Desain: 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.
Panalungtikan: 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.
Inspirasi: 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.
Durasi Proyék: The project has already been completed in 2023.
Alur Operasi: 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.