AI Sampling Singapore Pangunahing Tungkulin: Arkitektura ng Pabahay ni Immanuel Koh

Ang disenyo na AI Sampling Singapore Pangunahing Tungkulin: Arkitektura ng Pabahay ni Immanuel Koh ay isang lubhang iginagalang na nagwagi ng napaka-prestihiyosong 2025 A' Design Award na Bakal sa Kategoryang Paligsahan na Heneratibo, Algoritmiko, Parametriko at Disenyong Tinulungan ng AI.

BakalHeneratibo· 2025

AI Sampling Singapore Pangunahing Tungkulin: Arkitektura ng Pabahay

ni Immanuel Koh

Kliyente: Immanuel Koh

Nagwagi ng A' Design Award na Bakal sa Kategoryang Heneratibo

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Ang Disenyo

Tungkol sa AI Sampling Singapore Pangunahing Tungkulin: Arkitektura ng Pabahay

Teksto ng Aklat: Ang Singapore ay isang artipisyal na lungsod. Sinanay gamit ang malaking dataset ng mga 3D na digital na modelo ng mga mataas na gusali na matatagpuan sa Singapore, ang custom na dinisenyong AI model ay hindi lamang bumubuo ng mga pormal na makatuwiran at semantikong magkakaugnay na konpigurasyon, kundi nagsisimula ring isipin ang mga bago at kakaibang anyong arkitektural, na nag-iinterpolate at nag-eextrapolate sa gitna ng mga karaniwang tipolohiya ng mataas na pabahay tulad ng slab, point, at cluster blocks.

Ang Pagkilala

Tungkol sa A' Design Award na Bakal

Ang AI Sampling Singapore Pangunahing Tungkulin: Arkitektura ng Pabahay ay nagwagi ng A' Design Award na Bakal, isang prestihiyosong pagkilalang iginagawad sa mga mahuhusay na disenyong tumutugon sa mga propesyonal at pang-industriyang kinakailangang inaasahan sa mga mahusay na pagkakadisenyong likha. Ang mga nagwagi ng Bakal ay nagpapakita ng dakilang husay, mataas na espesyalisasyon, dalubhasang pag-unawa at kakayahang malikhain ng kanilang mga lumikha. Inaasahang ang AI Sampling Singapore Pangunahing Tungkulin: Arkitektura ng Pabahay ay isang lubos na pinahahalagahan, hinahangaan at minamahal na likhang praktikal at makabago. Ang disenyong ito na nagwagi ng A' Design Award na Bakal ay nagsasama ng pinakamahuhusay na kasanayan ng industriya at may mahuhusay na katangiang teknikal na may kasamang kaalaman at talento. Ang AI Sampling Singapore Pangunahing Tungkulin: Arkitektura ng Pabahay ay iginagalang dahil sa kaingatan nito at idinisenyo upang maghatid ng mga pagpapabuti sa kalidad ng buhay na tumutulong gawing mas mabuting lugar ang mundo.

Sa Likod ng Disenyo

Press Kit

Mga kredito, miyembro ng koponan at teknikal na detalye na ibinigay ng taga-disenyo.

Mga Natatanging Katangian: 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.
Mga Sukat at Packaging: 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.
Mga Tag: AI
Teknolohiya sa Produksyon: 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.
Hamon sa Disenyo: 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.
Pananaliksik: 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.
Inspirasyon: 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.
Tagal ng Proyekto: 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.
Daloy ng Operasyon: This is a digital AI x Architecture generative research project, while the dataset was digitally collected from existing physical buildings in Singapore.
Mga Patent: Currently no patent.
Mga Miyembro ng Koponan: Artificial-Architecture
Mga Credit ng Larawan: All credits: Artificial-Architecture