Technology Inheritance Erfyn Cynhyrchu Dyluniad Pensaernïol gan Junming Chen

Mae Technology Inheritance Erfyn Cynhyrchu Dyluniad Pensaernïol gan Junming Chen yn enillydd uchel ei barch o'r 2023 Gwobr Haearn A' Design Award mawreddog iawn yng Nghategori Cystadleuaeth Cynhyrchiol.

HaearnCynhyrchiol· 2023

Technology Inheritance Erfyn Cynhyrchu Dyluniad Pensaernïol

gan Junming Chen

Cleient: Chen junming

Enillydd Gwobr Haearn A' Design Award yn y Categori Cynhyrchiol

45,702

Enillydd Gwobr Wedi'i Wirio

Gwirio Statws Gwobr ar gyfer #150834

Gweld yn A' Design Award Datganiad i'r Wasg Bathodyn Gwobr

Lliwiau

Y Dyluniad

Am Technology Inheritance Erfyn Cynhyrchu Dyluniad Pensaernïol

Mae Etifeddiaeth Technoleg yn erfyn deallusrwydd artiffisial sy'n cynhyrchu dyluniadau allanol adeiladau. Mae'r erfyn yn creu golwg adeiladau mewn arddulliau pensaernïol gwahanol o'r testun a nodir gan y defnyddiwr. Cynhyrchir pob delwedd mewn ychydig eiliadau, a gellir newid y dyluniad drwy olygu'r disgrifiad testun. Adeiladwyd y system drwy gasglu a labelu miloedd o luniadau pensaernïol, ac yna manylhau model cynhyrchu delweddau presennol gyda'r set ddata newydd. Y nod yw helpu dechreuwyr i gyrraedd safon ansawdd broffesiynol.

Y Gydnabyddiaeth

Am y Gwobr Haearn A' Design Award

Mae Technology Inheritance Erfyn Cynhyrchu Dyluniad Pensaernïol yn enillydd Gwobr Haearn A' Design Award, cydnabyddiaeth fawreddog a roddir i ddyluniadau da sydd yn bodloni'r gofynion proffesiynol a diwydiannol a ddisgwylir gan greadigaethau wedi'u dylunio'n dda. Mae enillwyr Haearn yn dangos medrusrwydd mawr, arbenigedd uchel, dealltwriaeth arbenigol a gallu creadigol eu crewyr. Disgwylir i Technology Inheritance Erfyn Cynhyrchu Dyluniad Pensaernïol fod yn greadigaeth uchel ei bri, a edmygir ac a anwylir, sydd yn ymarferol ac yn arloesol. Mae'r dyluniad buddugol hwn o Wobr Haearn A' Design Award yn integreiddio arferion gorau'r diwydiant ac mae ganddo nodweddion technegol cymwys wedi'u cysylltu â gwybodaeth ymarferol a dawn. Parchir Technology Inheritance Erfyn Cynhyrchu Dyluniad Pensaernïol am ei drylwyredd ac fe'i dyluniwyd i ddarparu gwelliannau ansawdd bywyd sydd yn helpu i wneud y byd yn lle gwell.

Y Tu Ôl i'r Dyluniad

Pecyn i'r Wasg

Credydau, aelodau tîm a manylion technegol a ddarparwyd gan y dylunydd.

Priodweddau Unigryw: 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.
Dimensiynau a Phecynnu: Generating building exteriors using a fine-tuned stable diffusion technique.
Tagiau: Artificial intelligence, Human-computer cooperation, Architectural appearance generation, Text generation design, Quick modification, Architectural style control
Technoleg Cynhyrchu: 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.
Her Dylunio: 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.
Ymchwil: 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.
Ysbrydoliaeth: 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.
Hyd y Prosiect: The project has already been completed in 2023.
Llif Gweithrediad: 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.