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GANs for Urban Design
My Master thesis project; paper published in SimAUD 2021. I used Generative Adversarial Networks (namely Pix2Pix) to design a city block in different cities based on their morphology. And then I made a style translation between these cities resulting in a cross-validation matrix.
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Frameworks: QGIS (pyqgs), PyTorch, TensorFlow
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Year: 2020-2021
Location: @Politecnico di Milano
Github: https://github.com/STASYA00/UrbanGen
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