Technology Inheritance Isixhobo Sokuvelisa Uyilo Lwezakhiwo ngu-Junming Chen

Uyilo olubizwa ngokuba yi-Technology Inheritance Isixhobo Sokuvelisa Uyilo Lwezakhiwo olwenziwe ngu-Junming Chen ngumwini obekekileyo webhaso elinobukhazikhazi le-2023 Ibhaso Lentsimbi le-A' Design Award Kudidi Lokhuphiswano lwe-Uyilo oluVelisayo, olwe-Algorithimu, olweParametrikhi kunye noluNcediswa yi-AI.

IntsimbiOluvelisayo· 2023

Technology Inheritance Isixhobo Sokuvelisa Uyilo Lwezakhiwo

ngu Junming Chen

Umxhasi: Chen junming

Umwini we-Ibhaso Lentsimbi le-A' Design Award Kudidi Lwe-Oluvelisayo

45,702

Umwini Webhaso Oqinisekisiweyo

Qinisekisa Isimo Sebhaso se-#150834

Jonga kwi-A' Design Award Uxwebhu Lweendaba Ibheji Yembasa

Imibala

Uyilo

Malunga ne-Technology Inheritance Isixhobo Sokuvelisa Uyilo Lwezakhiwo

Ilifa Lobuchwepheshe sisixhobo sobuchule bomatshini esivelisa uyilo lwangaphandle kwezakhiwo. Esi sixhobo sidala inkangeleko yezakhiwo ngeendlela ezahlukeneyo zoyilo lwezakhiwo, ngokusuka kumbhalo ofakwe ngumsebenzisi. Umfanekiso ngamnye uveliswa kwimizuzwana embalwa, kwaye uyilo lunokutshintshwa ngokuhlela inkcazo yombhalo. Le nkqubo yakhiwe ngokuqokelela nokufaka amaphawu kwiinkulungwane zemizobo yezakhiwo, kwaze kwalungiswa imodeli yokuvelisa imifanekiso esele ikhona ngale datha intsha. Injongo kukunceda abaqalayo bafikelele kwinqanaba lomgangatho wobungcali.

Ukuqatshelwa

Malunga ne-Ibhaso Lentsimbi le-A' Design Award

Technology Inheritance Isixhobo Sokuvelisa Uyilo Lwezakhiwo ngumphumeleli weIbhaso Lentsimbi le-A' Design Award, ukuqatshelwa okuhlonitshwayo okunikwa imiyilo elungileyo eyanelisa iimfuno zobungcali neemveliso ezilindelekileyo kwimveliso ezicwangciswe kakuhle. Abaphumeleleyo beNtsimbi babonisa ubuchule obukhulu, ubuchule obuphezulu, ukuqonda kwengcali namandla okuyila abayili babo. Technology Inheritance Isixhobo Sokuvelisa Uyilo Lwezakhiwo iyathenjwa ukuba ibe yimveliso exatyiswa kakhulu, edunyiswayo nethandwayo esebenzayo neyinto entsha. Lo myilo uphumeleleyo weIbhaso Lentsimbi le-A' Design Award udibanisa iindlela ezilungileyo kakhulu zemboleko kwaye unezimpawu zobuchwephesha ezifanelekileyo ezidityaniswe nolwazi netalente. Technology Inheritance Isixhobo Sokuvelisa Uyilo Lwezakhiwo iyahlonelwa ngenxa yenkcukacha yayo kwaye yacwangciselwa ukunika uphuculo lomgangatho wobomi olunceda ukwenza ihlabathi libe yindawo engcono.

Emva Koyilo

Ikhithi Yeendaba

Iziqinisekiso, amalungu eqela kunye neenkcukacha zobugcisa ezinikezelwe ngumyili.

Iimpawu Ezizodwa: 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.
Imilinganiselo nePakishini: Generating building exteriors using a fine-tuned stable diffusion technique.
Iithegi: Artificial intelligence, Human-computer cooperation, Architectural appearance generation, Text generation design, Quick modification, Architectural style control
Ubuchwepheshe Bokuvelisa: 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.
Umngeni Woyilo: 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.
Uphando: 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.
Inkuthazo: 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.
Ubude Beprojekthi: The project has already been completed in 2023.
Ukuhamba Komsebenzi: 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.