Technology Inheritance Mahi Matua: Taputapu Waihanga Hoahoa Whare nā Junming Chen

Ko te hoahoa Technology Inheritance Mahi Matua: Taputapu Waihanga Hoahoa Whare nā Junming Chen he kaitoa whakahirahira o te 2023 A' Design Award Rino i te Wāhanga Whakataetae Hoahoa Hanga, Hātepe, Tawhā me te AI-Āwhina.

RinoHoahoa Hanga· 2023

Technology Inheritance Mahi Matua: Taputapu Waihanga Hoahoa Whare

nā Junming Chen

Kiritaki: Chen junming

Kaitoa o te A' Design Award Rino i te Wāhanga Hoahoa Hanga

45,702

Kaitoa Tohu Manatokohia

Manatokohia te Tūnga Tohu mō #150834

Tirohia i te A' Design Award Pānui Pāpāho Tohu Tohu

Ngā Tae

Te Hoahoa

Mō Technology Inheritance Mahi Matua: Taputapu Waihanga Hoahoa Whare

Kuputuhi Pukapuka: Ko te Tuku Iho Hangarau he taputapu atamai hangai e whakaputa ana i ngā hoahoa taha waho o ngā whare. Ka hangaia e te taputapu nei ngā āhua whare i roto i ngā momo hoahoa whare rerekē mai i te kuputuhi kua tāurutia e te kaiwhakamahi. Ka hangaia ia whakaahua i roto i te iti o ngā hēkona, ā, ka taea te whakarerekē i te hoahoa mā te whakatika i te whakaahuatanga kuputuhi. I hangaia te pūnaha nei mā te kohikohi me te tapatapa i ngā mano o ngā whakaahua hoahoa whare, kātahi ka whakapaitia tētahi tauira whakaputa whakaahua o mua kia rite ki te huinga raraunga hou nei. Ko te whāinga kia āwhina i ngā tauhou kia eke ki te taumata kounga ngaio.

Te Whakamihi

Mō te A' Design Award Rino

Ko Technology Inheritance Mahi Matua: Taputapu Waihanga Hoahoa Whare te toa o te A' Design Award Rino, he whakaaetanga whai mana e hoatu ana ki ngā hoahoa pai e whakatutuki ana i ngā hiahia ngaio me te ahumahi e tūmanakohia ana mai i ngā mahi kua hoahoatia pai. Ko ngā toa Rino e whakaatu ana i te pukenga nui, te tohungatanga teitei, te māramatanga mātanga me te kaha auaha o ō rātou kaihanga. E tūmanakohia ana ko Technology Inheritance Mahi Matua: Taputapu Waihanga Hoahoa Whare he mahi whakanuia, whakamīharotia, aroha nui, he whaihua, he auaha hoki. Ko tēnei hoahoa i toa i te Rino e whakakotahi ana i ngā tikanga pai rawa o te ahumahi, ā, he āhuatanga hangarau pūkenga tōna e hono ana ki te mōhio me te pūmanawa. E whakahonoretia ana a Technology Inheritance Mahi Matua: Taputapu Waihanga Hoahoa Whare mō tōna tōtika, ā, i hoahoatia hei whakapai ake i te kounga o te oranga me te āwhina i te ao kia pai ake.

I Muri i te Hoahoa

Kete Pāpāho

Ngā whakamihi, ngā mema o te rōpū me ngā taipitopito hangarau i whakaratohia e te kaihoahoa.

Āhuatanga Motuhake: 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.
Inenga & Pēketanga: Generating building exteriors using a fine-tuned stable diffusion technique.
Tūtohu: Artificial intelligence, Human-computer cooperation, Architectural appearance generation, Text generation design, Quick modification, Architectural style control
Hangarau Whakanao: 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.
Wero Hoahoa: 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.
Rangahau: 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.
Whakaaweawe: 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.
Roanga o te Kaupapa: The project has already been completed in 2023.
Rerenga Mahi: 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.