04

04

04

Village - GAN

Village - GAN

Village - GAN

TYPE

TYPE

Machine Learning

Machine Learning

Year

Year

2024

2024

TOOLS

TOOLS

Pix2Pix HD, Mapbox, Grasshopper, Matlab, ArcGIS

Pix2Pix HD, Mapbox, Grasshopper, Matlab, ArcGIS

About

About

In recent years, rural China has developed rapidly, with many new villages emerging. However, a uniform, 'one-size-fits-all' approach to planning has led to the loss of unique village structures, fragmented social connections, and declining vitality.


I developed a machine learning tool that allows planners to input data on roads, topography, and rivers to generate diverse architectural layouts tailored to different rural settings. This tool helps analyze building-nature relationships and encourages collaboration among villagers, developers, and government officials, aiming to preserve the rural landscape and its community connections.

In recent years, rural China has developed rapidly, with many new villages emerging. However, a uniform, 'one-size-fits-all' approach to planning has led to the loss of unique village structures, fragmented social connections, and declining vitality.


I developed a machine learning tool that allows planners to input data on roads, topography, and rivers to generate diverse architectural layouts tailored to different rural settings. This tool helps analyze building-nature relationships and encourages collaboration among villagers, developers, and government officials, aiming to preserve the rural landscape and its community connections.

BACKGROUND

BACKGROUND

DATASET

DATASET

DATA CLASSIFICATION

DATA CLASSIFICATION

SITE TESTING

SITE TESTING

RESULTS

RESULTS

CREATOR

Renwei Fang

CONTACT

fang847855604@gmail.com

CREATOR

Renwei Fang

CONTACT

fang847855604@gmail.com