GANmapper: geographical data translation

1 code implementation • 7 Aug 2021 • Abraham Noah Wu, Filip Biljecki

We present a new method to create spatial data using a generative adversarial network (GAN).

Generative Adversarial Network Translation

Classification of Urban Morphology with Deep Learning: Application on Urban Vitality

1 code implementation • 7 May 2021 • Wangyang Chen, Abraham Noah Wu, Filip Biljecki

The method is implemented by generating an image of the street network (Colored Road Hierarchy Diagram), which we introduce in this paper, and classifying it using a deep convolutional neural network (ResNet-34).