Technology Inheritance Herramienta de generación de diseño arquitectónico by Junming Chen

Technology Inheritance Herramienta de generación de diseño arquitectónico by Junming Chen is a highly esteemed winner of the very prestigious 2023 A' Design Award de Hierro in Diseño Generativo Competition Category.

HierroGenerativo· 2023

Technology Inheritance Herramienta de generación de diseño arquitectónico

by Junming Chen

Client: Chen junming

A' Design Award de Hierro Winner in Generativo Category

45,186

Verified Award Winner

Verify Award Status for #150834

View at A' Design Award Press Release Award Badge

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The Design

About Technology Inheritance Herramienta de generación de diseño arquitectónico

Technology Inheritance es una herramienta de inteligencia artificial que genera diseños de exteriores de edificios. La herramienta crea la apariencia de edificaciones en distintos estilos arquitectónicos a partir del texto introducido por el usuario. Cada imagen se produce en pocos segundos y el diseño puede modificarse editando la descripción textual. El sistema se construyó recopilando y etiquetando miles de renders arquitectónicos y ajustando después un modelo de generación de imágenes ya existente con el nuevo conjunto de datos. El objetivo es ayudar a los principiantes a alcanzar un nivel de calidad profesional.

The Recognition

About the A' Design Award de Hierro

Technology Inheritance Herramienta de generación de diseño arquitectónico ha ganado el A' Design Award de Hierro, un reconocimiento prestigioso concedido a buenos diseños que cumplen los requisitos profesionales e industriales que se esperan de creaciones bien diseñadas. Los ganadores de Hierro demuestran gran habilidad, alta especialización, comprensión experta y capacidad creativa de sus creadores. Se espera que Technology Inheritance Herramienta de generación de diseño arquitectónico sea una creación muy apreciada, admirada y querida, práctica e innovadora. Este diseño ganador del A' Design Award de Hierro integra las mejores prácticas del sector y tiene características técnicas competentes unidas a conocimiento práctico y talento. Technology Inheritance Herramienta de generación de diseño arquitectónico es respetado por su minuciosidad y está concebido para aportar mejoras en la calidad de vida que ayudan a hacer del mundo un lugar mejor.

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.