AI Sampling Singapore የመኖሪያ ሕንፃ ንድፍ በ Immanuel Koh የተሠራ ሲሆን በ የጀነሬቲቭ፣ አልጎሪዝም፣ ፓራሜትሪክ እና በኤአይ የታገዘ ዲዛይን የውድድር ምድብ ውስጥ እጅግ ከፍ ያለ ክብር ያለው የ 2025 A' Design Award የብረት ሽልማት አሸናፊ ነው።
ብረትጀነሬቲቭ· 2025
AI Sampling Singapore የመኖሪያ ሕንፃ ንድፍ
ደንበኛ: Immanuel Koh
በ ጀነሬቲቭ ምድብ ውስጥ የ A' Design Award የብረት ሽልማት አሸናፊ
የተረጋገጠ የሽልማት አሸናፊ
ለ #170593 የሽልማት ሁኔታ ያረጋግጡንድፉ
ስለ AI Sampling Singapore የመኖሪያ ሕንፃ ንድፍ
ሲንጋፖር ሰው ሰራሽ ከተማ ናት። በሲንጋፖር ውስጥ የሚገኙ ከፍታ ያላቸው ሕንፃዎች ባለ ሶስት አቅጣጫዊ ዲጂታል ሞዴሎች ካለው ሰፊ የውሂብ ስብስብ ጋር የሰለጠነው ብጁ የተነደፈ የ AI ሞዴል፣ በቅርጽ ተቀባይነት ያላቸውና በፍቺ ወጥ የሆኑ አወቃቀሮችን ብቻ ሳይሆን፣ አዳዲስና እንግዳ የሆኑ የሕንፃ ቅርጾችንም መገመት ይጀምራል፣ እንደ ስላብ፣ ፖይንት እና ክላስተር ብሎኮች ባሉ መደበኛ ከፍታ ያላቸው የመኖሪያ አይነቶች መካከል ኢንተርፖሌት እና ኤክስትራፖሌት እያደረገ።
እውቅናው
ስለ A' Design Award የብረት ሽልማት
AI Sampling Singapore የመኖሪያ ሕንፃ ንድፍ የA' Design Award የብረት ሽልማት አሸናፊ ነው፤ ይህም በጥሩ ሁኔታ ከተነደፉ ፈጠራዎች የሚጠበቁትን ሙያዊና ኢንዱስትሪያዊ መስፈርቶች ለሚያሟሉ ጥሩ ዲዛይኖች የሚሰጥ ከፍተኛ ክብር ያለው እውቅና ነው። የብረት አሸናፊዎች የፈጣሪዎቻቸውን ታላቅ ችሎታ፣ ከፍተኛ ልዩ ሙያ፣ የባለሙያ ግንዛቤ እና የፈጠራ አቅም ያሳያሉ። AI Sampling Singapore የመኖሪያ ሕንፃ ንድፍ ከፍ ያለ ግምት የሚሰጠው፣ የሚደነቅና የሚወደድ፣ ተግባራዊና ፈጠራ የተሞላበት ሥራ እንደሚሆን ይጠበቃል። ይህ የA' Design Award የብረት ሽልማትን ያሸነፈ ዲዛይን የኢንዱስትሪ ምርጥ ልምዶችን ያዋህዳል፤ ከእውቀትና ከተሰጥኦ ጋር የተሳሰሩ ብቁ ቴክኒካዊ ባህሪያትም አሉት። AI Sampling Singapore የመኖሪያ ሕንፃ ንድፍ በጥልቅነቱ የተከበረ ሲሆን ዓለምን የተሻለ ቦታ ለማድረግ የሚረዱ የሕይወት ጥራት ማሻሻያዎችን ለማቅረብ የተነደፈ ነው።
ከንድፉ በስተጀርባ
የፕሬስ ኪት
ክሬዲቶች፣ የቡድን አባላት እና ቴክኒካል ዝርዝሮች በዲዛይነሩ የተሰጡ።
- ልዩ ባህሪያት
- Is it possible to sample at scale and at high-resolution every single building ever built in a country? If so, can such a dataset be used to train an AI model in generating new yet locally compliant buildings without any explicit regulatory control inputs? The project explores the design agency of deep generative neural networks in learning three-dimensional exteriority and interiority with a redesigned 3D generative adversarial network (3D-GAN) AI model. Winner of WAFX2024, IDA2024 and BLT2024.
- ልኬቶች እና ማሸጊያ
- This is a digital AI x Architecture project. Each generated output is a new high-rise high-density residential public housing of up to 30 floors.
- መለያዎች
- AI
- የማምረቻ ቴክኖሎጂ
- A custom generative AI model was trained from scratch using proprietary code base and dataset. Specifically, a 3D generative adversarial network (3D-GAN) AI model was trained to learn semantic and spatial configuration of high-rise high-density residential public housing in Singapore.
- የዲዛይን ተግዳሮት
- The non-existence of 3D models and their corresponding floor plans was the first challenge. New workflow and tools had to be developed to not only collect (i.e., digitally and physically), but create (annotate) and curate (i.e., exploratory data analysis) such high quality dataset to train an AI model from scratch. Technically difficult due to the scalability of similar CAD representation which was overcome via a novel AI latent representation of 3D.
- ምርምር
- A custom generative AI model was trained from scratch using proprietary code base and dataset. Specifically, a 3D generative adversarial network (3D-GAN) AI model was trained to learn semantic and spatial configuration of high-rise high-density residential public housing in Singapore.
- መነሳሻ
- Singapore is an artificial city! Trained with a large dataset of 3D digital models of high-rise buildings found in Singapore, the custom-designed AI model generates not only formally plausible and semantically coherent configurations, but begins to also imagine novel and uncanny architectural forms, interpolating and extrapolating among standard high-rise housing typologies such as the slab, point, and cluster blocks. Project exhibited at Venice Architecture Biennale and Singapore's Arts House.
- የፕሮጀክት ጊዜ
- This is an on-going and longer-term AI x Architecture research being conducted at the university design lab since 2021. It was however only published much later as an official architectural design award entry from 2024 onwards.
- የሥራ ሂደት
- This is a digital AI x Architecture generative research project, while the dataset was digitally collected from existing physical buildings in Singapore.
- የፈጠራ ባለቤትነት
- Currently no patent.
- የቡድን አባላት
- Artificial-Architecture
- የምስል ምስጋና
- All credits: Artificial-Architecture
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ከተመሳሳይ ምድብ ውስጥ በጥራት የተመረጡ ተጨማሪ ሽልማት-አሸናፊ ንድፎችን ያስሱ።
