Technology Inheritance ເຄື່ອງມືສ້າງແບບການອອກແບບທາງດ້ານສະຖາປັດຕະຍະກຳ ໂດຍ Junming Chen

ຜົນງານ Technology Inheritance ເຄື່ອງມືສ້າງແບບການອອກແບບທາງດ້ານສະຖາປັດຕະຍະກຳ ໂດຍ Junming Chen ເປັນຜູ້ຊະນະທີ່ໄດ້ຮັບຄວາມນັບຖືສູງຂອງລາງວັນ 2023 A' Design Award ລະດັບເຫຼັກ ອັນຊົງກຽດໃນໝວດການແຂ່ງຂັນ ການອອກແບບແບບກຳເນີດ, ອັນກໍຣິທຶມ, ພາຣາເມຕຣິກ ແລະ AI ຊ່ວຍ.

ເຫຼັກແບບກຳເນີດ· 2023

Technology Inheritance ເຄື່ອງມືສ້າງແບບການອອກແບບທາງດ້ານສະຖາປັດຕະຍະກຳ

ໂດຍ Junming Chen

ລູກຄ້າ: Chen junming

ຜູ້ຊະນະ A' Design Award ລະດັບເຫຼັກ ໃນໝວດ ແບບກຳເນີດ

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ຜູ້ຊະນະລາງວັນທີ່ຢັ້ງຢືນແລ້ວ

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ເບິ່ງທີ່ A' Design Award ຂ່າວເຜີຍແຜ່ ເຄື່ອງໝາຍລາງວັນ

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ການອອກແບບ

ກ່ຽວກັບ Technology Inheritance ເຄື່ອງມືສ້າງແບບການອອກແບບທາງດ້ານສະຖາປັດຕະຍະກຳ

Technology Inheritance ແມ່ນເຄື່ອງມືປັນຍາປະດິດທີ່ສ້າງແບບພາຍນອກອາຄານ. ເຄື່ອງມືນີ້ສ້າງຮູບແບບອາຄານໃນຫຼາຍຮູບແບບສະຖາປັດຕະຍະກຳຈາກຂໍ້ຄວາມທີ່ຜູ້ໃຊ້ພິມເຂົ້າໄປ. ແຕ່ລະຮູບພາບຖືກສ້າງຂຶ້ນພາຍໃນເວລາພຽງບໍ່ຫຼາຍວິນາທີ, ແລະ ສາມາດປ່ຽນແປງແບບໄດ້ໂດຍການແກ້ໄຂຂໍ້ຄວາມອະທິບາຍ. ລະບົບນີ້ຖືກສ້າງຂຶ້ນໂດຍການເກັບກຳ ແລະ ຕິດປ້າຍຂໍ້ມູນຮູບແບບສະຖາປັດຕະຍະກຳຫຼາຍພັນຮູບ, ຈາກນັ້ນນຳມາປັບແຕ່ງໂຕແບບຈຳລອງການສ້າງຮູບພາບທີ່ມີຢູ່ແລ້ວດ້ວຍຊຸດຂໍ້ມູນໃໝ່ນີ້. ຈຸດປະສົງແມ່ນເພື່ອຊ່ວຍໃຫ້ຜູ້ເລີ່ມຕົ້ນສາມາດບັນລຸລະດັບຄຸນນະພາບແບບມືອາຊີບໄດ້.

ການຮັບຮູ້

ກ່ຽວກັບ A' Design Award ລະດັບເຫຼັກ

Technology Inheritance ເຄື່ອງມືສ້າງແບບການອອກແບບທາງດ້ານສະຖາປັດຕະຍະກຳ ແມ່ນຜູ້ຊະນະ A' Design Award ລະດັບເຫຼັກ ເຊິ່ງເປັນການຍອມຮັບທີ່ມີກຽດສຳລັບການອອກແບບທີ່ດີ ທີ່ຕອບສະໜອງຄວາມຕ້ອງການທາງວິຊາຊີບ ແລະ ອຸດສາຫະກຳທີ່ຄາດຫວັງຈາກຜົນງານທີ່ອອກແບບມາຢ່າງດີ. ຜູ້ຊະນະລະດັບເຫຼັກສະແດງເຖິງທັກສະອັນຍິ່ງໃຫຍ່ ຄວາມຊຳນານສະເພາະສູງ ຄວາມເຂົ້າໃຈຂອງຜູ້ຊ່ຽວຊານ ແລະ ຄວາມສາມາດໃນການສ້າງສັນຂອງຜູ້ສ້າງ. Technology Inheritance ເຄື່ອງມືສ້າງແບບການອອກແບບທາງດ້ານສະຖາປັດຕະຍະກຳ ຖືກຄາດວ່າຈະເປັນຜົນງານທີ່ໄດ້ຮັບການຍົກຍ້ອງສູງ ໜ້າຊົມເຊີຍ ແລະ ເປັນທີ່ຮັກແພງ ທີ່ໃຊ້ງານໄດ້ຈິງ ແລະ ມີນະວັດຕະກຳ. ການອອກແບບທີ່ຊະນະລະດັບເຫຼັກນີ້ລວມວິທີປະຕິບັດທີ່ດີທີ່ສຸດຂອງອຸດສາຫະກຳ ແລະ ມີຄຸນລັກສະນະທາງເຕັກນິກທີ່ມີຄວາມສາມາດ ເຊື່ອມໂຍງກັບຄວາມຮູ້ ແລະ ພອນສະຫວັນ. Technology Inheritance ເຄື່ອງມືສ້າງແບບການອອກແບບທາງດ້ານສະຖາປັດຕະຍະກຳ ໄດ້ຮັບການເຄົາລົບສຳລັບຄວາມລະອຽດຮອບຄອບ ແລະ ຖືກອອກແບບເພື່ອປັບປຸງຄຸນນະພາບຊີວິດ ຊ່ວຍເຮັດໃຫ້ໂລກເປັນບ່ອນທີ່ດີຂຶ້ນ.

ເບື້ອງຫຼັງການອອກແບບ

ຊຸດຂ່າວ

ຂໍ້ມູນ, ສະມາຊິກທີມ ແລະ ລາຍລະອຽດທາງເຕັກນິກທີ່ສະໜອງໂດຍນັກອອກແບບ.

ຄຸນສົມບັດພິເສດ: 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.
ຂະໜາດ ແລະ ບັນຈຸພັນ: Generating building exteriors using a fine-tuned stable diffusion technique.
ແທັກ: Artificial intelligence, Human-computer cooperation, Architectural appearance generation, Text generation design, Quick modification, Architectural style control
ເຕັກໂນໂລຊີການຜະລິດ: 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.
ສິ່ງທ້າທາຍດ້ານການອອກແບບ: 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.
ການຄົ້ນຄວ້າ: 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.
ແຮງບັນດານໃຈ: 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.
ໄລຍະເວລາໂຄງການ: The project has already been completed in 2023.
ຂັ້ນຕອນການດຳເນີນງານ: 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.