The course is an introduction to Visual Machine Perception technology - and specifically Computer Vision and Machine Learning (CV-ML) - for the built environment. It will explore fundamentals in this technology both in research and products, in tight reference to design, construction, and operation/management. It will consider the current and potential impact of this technology on achieving sustainability goals, such as related to reuse, circularity, and performance-based lifecycle, as well as the organizational considerations behind development and adoption.
3-4 units · Letter (ABCD/NP)
The course is an introduction to Visual Machine Perception technology - and specifically Computer Vision and Machine Learning (CV-ML) - for the built environment. It will explore fundamentals in this technology both in research and products, in tight reference to design, construction, and operation/management. It will consider the current and potential impact of this technology on achieving sustainability goals, such as related to reuse, circularity, and performance-based lifecycle, as well as the organizational considerations behind development and adoption.
Offered in Winter 2027 at Stanford University.