The image displayed in the theme by default on the landing page (homepage), under the menu, is the static slider placeholder, which is configurable from the theme’s options under Landing Page > Slider.
Due to a technical limitation, the sample image is not visible in the customizer panel. To replace it, simply assign a different image. To remove the sample image, assign any other image in its place and then remove it.