Technology Inheritance Ohun-elo Ṣiṣẹda Aṣa Ile láti ọwọ́ Junming Chen

Technology Inheritance Ohun-elo Ṣiṣẹda Aṣa Ile láti ọwọ́ Junming Chen jẹ́ aṣẹ́gun olókìkí púpọ̀ ti 2023 Àmì-ẹ̀yẹ Irin A' Design Award nínú Ẹ̀ka Ìdíje Àpẹẹrẹ Ìpilẹ̀ṣẹ̀, Àlgọ́rídímù, Párámétrìkì àti Àtìlẹ́yìn-AI.

IrinÌpilẹ̀ṣẹ̀· 2023

Technology Inheritance Ohun-elo Ṣiṣẹda Aṣa Ile

látọ̀wọ́ Junming Chen

Oníbàárà: Chen junming

Aṣẹ́gun Àmì-ẹ̀yẹ Irin A' Design Award nínú Ẹ̀ka Ìpilẹ̀ṣẹ̀

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Aṣẹ́gun Àmì Ẹ̀yẹ Tí a Jẹ́rìísí

Jẹ́rìísí Ipò Àmì Ẹ̀yẹ fún #150834

Wo ní A' Design Award Ìwé Ìròyìn Àmì Ẹ̀yẹ

Àwọ̀

Àpẹrẹ Náà

Nípa Technology Inheritance Ohun-elo Ṣiṣẹda Aṣa Ile

Ogún Imọ-ẹrọ jẹ ohun-elo itetun-oye atọwọda ti n ṣẹda awọn aṣa ita ile. Ohun-elo yii n ṣẹda awọn irisi ile ni onírúurú ọ̀nà ilé-ìkọ́lé (architectural styles) láti inú ọ̀rọ̀ tí olùmúlò kọ sílẹ̀. A máa ń ṣẹda àwòrán kọ̀ọ̀kan láàrin ìṣẹ́jú-àáyá díẹ̀, a sì lè yí àpẹẹrẹ náà padà nípa ṣíṣàtúnṣe àpèjúwe ọ̀rọ̀ náà. A kọ́ ètò yìí nípa gbígba àti kíkọ́ àmi sí ẹgbẹẹgbẹ̀rún àwọn àwòrán ilé-ìkọ́lé, lẹ́yìn náà, a tún àwòṣe ìṣẹ̀dá àwòrán tí ó ti wà tẹ́lẹ̀ ṣe pẹ̀lú àkójọ dátà tuntun yìí. Èròngbà rẹ̀ ni láti ràn àwọn olùbẹ̀rẹ̀ lọ́wọ́ láti dé ipò iṣẹ́-ọnà tí ó ga tí ó sì fara mọ́ ìtẹ̀wọ̀gbà ọ̀jọ̀gbọ́n.

Ìdánimọ̀ Náà

Nípa Àmì-ẹ̀yẹ Irin A' Design Award

Technology Inheritance Ohun-elo Ṣiṣẹda Aṣa Ile jẹ́ olùborí Àmì-ẹ̀yẹ Irin A' Design Award, ìdánimọ̀ olókìkí tí a fún àwọn àwòṣe tó dára tí wọ́n pàdé àwọn ohun tí iṣẹ́ àti ilé-iṣẹ́ nílò tí a retí láti ọ̀dọ̀ àwọn ẹ̀dá tí a ṣàwòṣe dáradára. Àwọn olùborí Irin ń fi ìjáfáfá ńlá, ìmọ̀ pàtó gíga, òye ògbóǹtarìgì àti agbára ìṣẹ̀dá àwọn olùṣẹ̀dá wọn hàn. A retí pé Technology Inheritance Ohun-elo Ṣiṣẹda Aṣa Ile yóò jẹ́ ẹ̀dá tí a kà sí gidigidi, tí a gbóríyìn fún tí a sì nífẹ̀ẹ́, tó wúlò tó sì ní ìmúṣẹ̀dá tuntun. Àwòṣe tó borí Àmì-ẹ̀yẹ Irin A' Design Award yìí ń kó àwọn ọ̀nà tó dára jùlọ ilé-iṣẹ́ jọ, ó sì ní àwọn ànímọ́ ìmọ̀-ẹ̀rọ tó péye tí a so mọ́ ìmọ̀ ṣíṣe àti ẹ̀bùn. A bọ̀wọ̀ fún Technology Inheritance Ohun-elo Ṣiṣẹda Aṣa Ile nítorí ìfọ̀kànbalẹ̀ rẹ̀, a sì ṣàwòṣe rẹ̀ láti pèsè ìmúdára ìgbésí ayé tó ń ran ayé lọ́wọ́ láti di ibi tó dára jù.

Lẹ́yìn Àpẹrẹ Náà

Àkójọ Ìròyìn

Àwọn ẹ̀tọ́, àwọn ọmọ ẹgbẹ́ àti àlàyé ìmọ̀ ẹ̀rọ tí olùṣàpẹrẹ pèsè.

Àwọn Ohun Àkànṣe: 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.
Ìwọ̀n àti Àpò: Generating building exteriors using a fine-tuned stable diffusion technique.
Àwọn Àkọlé: Artificial intelligence, Human-computer cooperation, Architectural appearance generation, Text generation design, Quick modification, Architectural style control
Ìmọ̀-ẹ̀rọ Ìṣelọ́pọ̀: 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.
Ìpèníjà Àpèsè: 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.
Ìwádìí: 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.
Ìmísí: 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.
Àkókò Iṣẹ́ Àkànṣe: The project has already been completed in 2023.
Ìlànà Ìṣiṣẹ́: 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.