AI Sampling Singapore Ailtireacht Tithíochta le Immanuel Koh

Tha AI Sampling Singapore Ailtireacht Tithíochta le Immanuel Koh na bhuannaiche air leth urramach anns an fharpais chliùitich 2025 Duais Iarainn A' Design Award ann an Roinn Farpais Dealbhadh Gineadach, Algairimach, Parameatrach agus le Taic AI.

IarannGineadach· 2025

AI Sampling Singapore Ailtireacht Tithíochta

le Immanuel Koh

Neach-ceannach: Immanuel Koh

Buannaiche Duais Iarainn A' Design Award ann an Roinn Gineadach

60,960

Buannaiche Duais Dearbhaichte

Dearbhaich Inbhe na Duaise airson #170593

Tadhail air an Làrach Seall aig A' Design Award Brath Naidheachd Suaicheantas Duaise

Dathan

An Dealbhadh

Mu dheidhinn AI Sampling Singapore Ailtireacht Tithíochta

Cathair shaorga is ea Singeapór. Á oiliúint le tacar sonraí mór de mhúnlaí digiteacha 3T d'fhoirgnimh ardéirí atá le fáil i Singeapór, ní hamháin go ngineann an múnla TS saincheaptha cumraíochtaí atá inchreidte ó thaobh foirme de agus comhleanúnach ó thaobh séimeantaice de, ach tosaíonn sé freisin ag samhlú foirmeacha ailtireachta nua agus aduain, ag idirshuíomh agus ag eachtarshuíomh i measc na ngnáth-thíopeolaíochtaí tithíochta ardéirí ar nós na mbloc leac, pointe agus braisle.

An Aithneachadh

Mu dheidhinn Duais Iarainn A' Design Award

Tha AI Sampling Singapore Ailtireacht Tithíochta air Duais Iarainn A' Design Award a bhuannachadh, aithneachadh urramach a bheirear do dhealbhaidhean math a choinnicheas ris na riatanasan proifeiseanta is gnìomhachais a thathar a' sùileachadh bho chruthachaidhean a chaidh an dealbhadh gu math. Tha buannaichean Iarainn a' nochdadh sgil mhòr, speisealachadh àrd, tuigse eòlaiche agus comas cruthachail an luchd-cruthachaidh. Thathar an dùil gum bi AI Sampling Singapore Ailtireacht Tithíochta na chruthachadh air a bheil mòran meas, ion-mholta agus gràdhach a tha practaigeach agus ùr-ghnàthach. Tha an dealbhadh seo a bhuannaich Duais Iarainn A' Design Award a' cur nan cleachdaidhean as fheàrr sa ghnìomhachas còmhla agus tha feartan teignigeach comasach aige ceangailte ri eòlas-dèanamh agus tàlant. Tha meas air AI Sampling Singapore Ailtireacht Tithíochta airson a dhùrachd agus chaidh a dhealbhadh gus leasachaidhean càileachd beatha a thoirt seachad a chuidicheas le bhith a' dèanamh an t-saoghail na àite nas fheàrr.

Air Cùl an Dealbhaidh

Pasgan Naidheachd

Creideasan, buill sgioba agus fiosrachadh teicnigeach a chuir an dealbhaiche ri chèile.

Feartan Sònraichte: 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.
Tomhasan & Pacadh: 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.
Tagaichean: AI
Teicneòlas Cinneasachaidh: 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.
Dùbhlan Dealbhaidh: 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.
Rannsachadh: 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.
Brosnachadh: 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.
Faid a' Phròiseict: 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.
Sruth Obrachaidh: This is a digital AI x Architecture generative research project, while the dataset was digitally collected from existing physical buildings in Singapore.
Peutantan: Currently no patent.
Buill na Sgioba: Artificial-Architecture
Creideasan Dhealbhan: All credits: Artificial-Architecture