I don't know why, but was able to resolve this issue by moving the mainwindow.ui file to the same directory with the source files. So the structure will be the following:

MyProject
  CMakeLists.txt

  include
       mainwindow.h

  src
       mainwindow.cpp
       main.cpp
       mainwindow.ui