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