Automatic Roof Type Classification Through Machine Learning for Regional Wind Risk Assessment

Shuochuan Meng, Mohammad Hesam Soleimani-Babakamali, Ertugrul Taciroglu

Roof type is one of the most critical building characteristics for wind vulnerability modeling. It is also the most frequently missing building feature from publicly available data…