Dizayini ya AI Sampling Singapore Primary Function: Zomangamanga za Nyumba ndi Immanuel Koh ndi wopambana wotamandika kwambiri pa mphotho yaulemu ya 2025 Mphoto ya Chitsulo ya A' Design Award mu Gawo la Mpikisano la Mapangidwe Opangidwa ndi Makina, Algorithm, Parametric ndi AI.
ChitsuloZopangidwa ndi Makina· 2025
AI Sampling Singapore Primary Function: Zomangamanga za Nyumba
ndi Immanuel Koh
Kasitomala: Immanuel Koh
Wopambana pa Mphoto ya Chitsulo ya A' Design Award mu Gawo la Zopangidwa ndi Makina
Wopambana Wotsimikizidwa
Tsimikizani Mkhalidwe wa Mphotho ya #170593Kapangidwe
Za AI Sampling Singapore Primary Function: Zomangamanga za Nyumba
Book Text: Singapore ndi mzinda wopangidwa ndi anthu. Atapunzitsidwa ndi gulu lalikulu la zitsanzo za digito za 3D za nyumba zazitali zomwe zimapezeka ku Singapore, makina anzeru a AI opangidwa mwapadera amapanga osati zomangamanga zomveka bwino komanso zogwirizana, koma amayambanso kuganizira mafomu atsopano ndi achilendo a zomangamanga, kuphatikiza ndi kufalitsa pakati pa mitundu yodziwika ya nyumba zazitali monga ma slab, point, ndi cluster blocks.
Chidziwitso
Za Mphoto ya Chitsulo ya A' Design Award
AI Sampling Singapore Primary Function: Zomangamanga za Nyumba ndi mmodzi mwa opambana a Mphoto ya Chitsulo ya A' Design Award, kuzindikirika kolemekezeka komwe kumaperekedwa kwa mapangidwe abwino omwe amakwaniritsa zofunika za akatswiri ndi za makampani zomwe zimayembekezeka kuchokera ku zolengedwa zopangidwa bwino. Opambana a Chitsulo amaonetsa luso lalikulu, ukatswiri wapamwamba, kumvetsetsa kwa akatswiri ndi mphamvu yolenga ya opanga awo. AI Sampling Singapore Primary Function: Zomangamanga za Nyumba akuyembekezeka kukhala cholengedwa choyamikiridwa kwambiri, chosirira ndi chokondedwa chomwe ndi chothandiza ndi chatsopano. Mapangidwe opambana Mphoto ya Chitsulo ya A' Design Award awa amaphatikiza machitidwe abwino kwambiri a makampani ndipo ali ndi makhalidwe a ukadaulo oyenerera olumikizidwa ndi chidziwitso ndi luso. AI Sampling Singapore Primary Function: Zomangamanga za Nyumba amalemekezedwa chifukwa cha kusamala kwake ndipo anapangidwa kuti apereke kukonza kwa moyo kumene kumathandiza kusandutsa dziko kukhala malo abwino.
Kumbuyo kwa Kapangidwe
Katundu wa Atolankhani
Umboni, mamembala a gulu ndi zambiri zapadera zoperekedwa ndi wopanga.
- Makhalidwe Apadera
- 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.
- Miyezo ndi Kuphimba
- 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.
- Zizindikiro
- AI
- Teknoloji Yopangira
- 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.
- Vuto la Dizayini
- 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.
- Kafukufuku
- 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.
- Chilimbikitso
- 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.
- Nthawi ya Polojekiti
- 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.
- Mdondomeko ya Ntchito
- This is a digital AI x Architecture generative research project, while the dataset was digitally collected from existing physical buildings in Singapore.
- Petensi
- Currently no patent.
- Mamembala a Gulu
- Artificial-Architecture
- Mwini Zithunzi
- All credits: Artificial-Architecture
Zolipidwa
Fufuzani Kupitilira Designers.org
Onani zinthu, ntchito ndi mwayi kuchokera kwa ogulitsa athu aulaliki.
Zina Zofufuza
Mapangidwe Ofanana
Fufuzani mapangidwe ena opambana mphotho ochokera mu gulu lomweli, osankhidwa malinga ndi ukadaulo.
