Artificial Intelligence | Online Workshop | English | Asia-Pacific
Description:
what happened to the urban plot? This question occurs not only in research papers but in every citizens' mind when they live and share their life experience with their community. In every moment, the development of our life is tightly bounded up with the growth of the city. The goal of this workshop is to introduce this use of artificial intelligence, especially the use of generative adversarial network (GAN) , in urban growth analysis. Based on data collected from sites and satellites, the method could restore the historical feature of the landscape as well as predict the future urban development style in a specific area. Through the process, participants could acquire basic programming knowledge and understand how machine learning integrates with design process in real design industry scenes.
Key Words:
GANS,City transformation,city memory,
Required Skills:
advanced python\beginner tensorflow\beginner javascript
Required Software:
python\pycharm\anaconda\tensorflow\vscode
Required Hardware:
pc with discrete graphics card
Maximum number of participating students:
15
Schedule:
Jun 26 - Jul 1
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Day 1 / Jun 26
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Day 2 / Jun 27
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Day 3 / Jun 28
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Day 4 / Jun 29
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Day 5 / Jun 30
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Day 6 / Jul 1
Instructors:
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Sihe Wang XKool,AI EngineerAI Engineer @Research Center | XKool Focus on the research of Image classification\Image Process\GANs\Algorithm of generative Design of Architecture Design Instructor of 2020 DigitalFUTURES Workshop ‘Master Sketch’ Technical expert of ArchiNet project and Vetting Project @XKool Bachelor of Engineering in Electric and Electronic in Chinese University of Hong Kong -
Peiwen Li XKOOL Technology Co. Ltd,ResearcherArchitecture (Master) of SouthEast University; Communication Engineering (Bachelor) of SouthEast University; Architecture of UC Berkeley for exchange. Committed to research in interdisciplinary fields such as Morphology Quantification, Neural Network, Interactive Devices and Generative Algorithm. Participated in several biddings/projects of new-construction hospitals and large-scaled urban designing in Nanjing, China. Parper published at ACADIA-2021 conference. -
xinyu kxy@xkool.org XKOOL Technology Co. Ltd,ResearcherXinyu Kou is an architecture researcher in Xkool Architecture Research Team, specialized in generation algorithms and is responsible for research works on intelligent design tools, such as garage plan generation, water landscape generation, etc. With a multi-culture background, Xinyu graduates in Politecnico di Milano with an exchange experience in Stuttgart University as well as life experience in Portugal. The academic knowledge of economics, computer science and design lead her to think creatively and divergently throughout her work in Xkool.