Technology Inheritance Ngwa Nrụpụta Nhazi Ụlọ Ọrụ nke Junming Chen

Ihe emepụtara bụ Technology Inheritance Ngwa Nrụpụta Nhazi Ụlọ Ọrụ nke Junming Chen bụ onye meriri a na-asọpụrụ nke ukwuu nke 2023 Ihe Nrite A' Design Award nke Igwe na Udi Asọmpi Nhazi Mmeputaime, Algọridim, Paramịtrịk na Enyemaka AI.

IgweMmeputaime· 2023

Technology Inheritance Ngwa Nrụpụta Nhazi Ụlọ Ọrụ

nke Junming Chen

Onye Ahịa: Chen junming

Onye Meriri Ihe Nrite A' Design Award nke Igwe na Udi Mmeputaime

45,702

Onye Meriri Onyinye A Kwadoro

Nyochaa Ọnọdụ Onyinye maka #150834

Lee na A' Design Award Akụkọ Mgbasa Ozi Akara Onyinye

Agba

Nhazi a

Maka Technology Inheritance Ngwa Nrụpụta Nhazi Ụlọ Ọrụ

Technology Inheritance bụ ngwa ọgụgụ isi nkuku nke na-arụpụta nhazi ọdịdị ndị ụlọ dị iche iche. Ngwa a na-emepụta ọdịdị ụlọ n'ụdị ihe owuwu dị iche iche site n'ederede onye ọrụ ji ntinye ya. A na-emepụta onyonyo ọ bụla n'ime sekọnd ole na ole, a pụkwara ịgbanwe nhazi ahụ site n'idezi nkọwa ederede ahụ. E wuru usoro a site n'ịnakọta ma kpaa akara puku render nke ihe owuwu, wee jiri ha melite ọdịnihu ọdịnaya nrụpụta onyonyo dị adị. Ebumnobi ya bụ inyere ndị mbido aka iru n'ọkwa ịdị mma ndị ọkachamara.

Nkwanye Ugwu

Maka Ihe Nrite A' Design Award nke Igwe

Technology Inheritance Ngwa Nrụpụta Nhazi Ụlọ Ọrụ meriri A' Design Award nke Igwe, nnabata dị ugwu e nyere design ndị dị mma nke na-emezu ihe ndị a chọrọ n'ọrụ na ụlọ ọrụ nke a na-atụ anya n'ihe e kere eke ndị e mere nke ọma. Ndị meriri na Igwe na-egosi nka buru ibu, ọkachamara dị elu, nghọta ọkachamara na ikike imepụta nke ndị kere ha. A na-atụ anya na Technology Inheritance Ngwa Nrụpụta Nhazi Ụlọ Ọrụ ga-abụ ihe e kere eke a na-asọpụrụ nke ukwuu, a na-eto na a hụrụ n'anya nke bụ ihe bara uru ma dị ọhụrụ. Design a meriri A' Design Award nke Igwe na-ejikọta ụzọ kacha mma nke ụlọ ọrụ ma nwee àgwà teknụzụ kwesịrị ekwesị jikọtara na ihe ọmụma na talent. A na-asọpụrụ Technology Inheritance Ngwa Nrụpụta Nhazi Ụlọ Ọrụ maka nlezianya ya ma e mere ya ka ọ nye mmeziwanye ndụ nke na-enyere aka ime ka ụwa bụrụ ebe ka mma.

N'azụ Nhazi a

Ngwugwu Mgbasa Ozi

Nkwurịta okwu, ndị otu na nkọwa teknụzụ nke onye nhazi nyere.

Àgwà Pụrụ Iche: 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.
Nha & Mkpuchi: Generating building exteriors using a fine-tuned stable diffusion technique.
Mkpado: Artificial intelligence, Human-computer cooperation, Architectural appearance generation, Text generation design, Quick modification, Architectural style control
Teknụzụ Mmepụta: 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.
Ịma Aka Imepụta: 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.
Nchọpụta: 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.
Mkpali: 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.
Oge Ọrụ: The project has already been completed in 2023.
Usoro Ọrụ: 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.