ImportError: DLL load failed while importing cv2: %1 is not a valid Win32 application

[crackwitz]

ImportError: DLL load failed: %1 is not a valid Win32 application. But the DLL's are there

you probably did something unreasonable like select a 32 bit version of Python. hard to say.