Machine learning and design sensibilities, studio F20, Tsinghua Shenzhen International Graduate School.
Originally posted on A{AI}:
The goal of this project is to create an environmentally friendly and livable city.In order to get the target, I study from two aspects. Firstly, I study present cities，find the problems, and get a livable?city as the style picture. Secondly, I study human behavior, draw the diagram, and generate the…
Originally posted on A{AI}:
A suitable wind environment is very necessary for future cities. Its function is not only to provide fresh air, but also to help us release pollutants from industrial products and regulate air temperature and humidity. To achieve this goal, fist step is redefining urban patterns. These new petterns are created…
In the red line is a patch of Xiong’an’ s building area, where according to the prediction of population that the pop-density would achieve 6,700 person/km2, almost the same as Tokyo. Those highlight areas can be possibliely high density areas too, so I extract the color lightness as buiding/block height, shaping a city like a […]
Read more "Morphing a Mosaic City"WEEK 14 COLOR FIELDS Venice + Color Field 1 Singapore _ Field1 + Xiong An Map WEEK 15 Color Field 4 Color Field 5 Color Field 6 NEURAL TRANSFER SINGAPORE + COLOR FIELD 3 SINGAPORE + COLOR FIELD 4 SG+ Color Field 3 + Xiong An XIONG AN FULL + SG_Color Field 3 (1536 5 […]
Read more "Progress"We have learned machine learning, and have done some experiments about transfer the style of a picture. For the next several weeks, we will make the urban plan to solve some city problems. Then I will show some questions about architectures and city that I am interested in. 1.Non-Reusable buildings My first question is that most of our buildings can’t reuse. When we feel a […]
Read more "Research Question"When we do style transfer, we need to prepare the style pictures and content pictures. In the experiment, I choose the fields and screen shot of the cities as my style pictures. I screen shot different scales of Xiong’an satellite maps as the content pictures.I try to combine different style pictures,content pictures and parameters together, then I get some results. 1.Contents:different scales of Xiong’an […]
Read more "Neural style transfer"