AI Sampling Singapore Fungsi Utama: Arsitektur Papan dening Immanuel Koh

Karya AI Sampling Singapore Fungsi Utama: Arsitektur Papan dening Immanuel Koh minangka pemenang sing diajeni banget saka A' Design Award Wesi 2025 sing bergengsi ing Kategori Kompetisi Desain Generatif, Algoritmik, Parametrik lan Dibantu AI.

WesiGeneratif· 2025

AI Sampling Singapore Fungsi Utama: Arsitektur Papan

dening Immanuel Koh

Klien: Immanuel Koh

Pemenang A' Design Award Wesi ing Kategori Generatif

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Pemenang Penghargaan Terverifikasi

Verifikasi Status Penghargaan kanggo #170593

Kunjungi Situs Deleng ing A' Design Award Siaran Pers Lencana Penghargaan

Warna

Desaine

Babagan AI Sampling Singapore Fungsi Utama: Arsitektur Papan

Teks Buku: Singapura iku kutha gawéan. Dilatih nganggo dataset gedhé saka model digital 3D bangunan dhuwur sing ana ing Singapura, model AI rancangan khusus iki ora mung ngasilaké konfigurasi sing formal lan sambung rapet sacara semantik, nanging uga wiwit mbayangaké wujud arsitektur sing anyar lan nggegirisi, interpolasi lan ekstrapolasi ing antarané tipologi papan dhuwur standar kaya blok slab, blok titik, lan blok klompok.

Pangakuan

Babagan A' Design Award Wesi

AI Sampling Singapore Fungsi Utama: Arsitektur Papan menang A' Design Award Wesi, pangenalan sing prestisius sing diparingake marang desain sing apik sing nyukupi kabutuhan profesional lan industri sing dikarepake saka ciptaan sing dirancang kanthi apik. Pemenang Wesi nuduhake katrampilan sing gedhe, spesialisasi sing dhuwur, pangerten ahli lan kapasitas kreatif para penciptane. AI Sampling Singapore Fungsi Utama: Arsitektur Papan dikarepake dadi ciptaan sing dihargai banget, dikagumi lan ditresnani sing praktis lan inovatif. Desain sing menang A' Design Award Wesi iki nggabungake praktik industri sing paling apik lan nduweni ciri teknis sing kompeten sing disambung karo kawruh lan bakat. AI Sampling Singapore Fungsi Utama: Arsitektur Papan diajeni amarga ketelitiane lan dirancang kanggo nyedhiyakake paningkatan kualitas urip sing mbiyantu ndadekake donya panggonan sing luwih apik.

Ing Mburi Desain

Kit Pers

Kredit, anggota tim lan detail teknis sing diwenehake dening desainer.

Sifat Unik: 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.
Ukuran & Kemasan: 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.
Tag: AI
Teknologi Produksi: 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.
Tantangan Desain: 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.
Riset: 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.
Inspirasi: 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.
Durasi Proyek: 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.
Alur Operasi: This is a digital AI x Architecture generative research project, while the dataset was digitally collected from existing physical buildings in Singapore.
Paten: Currently no patent.
Anggota Tim: Artificial-Architecture
Kredit Gambar: All credits: Artificial-Architecture