Or maybe you do have it as a reference image in the viewport, but since the plane is paper thin, from the front is visible but when looked at in side view it seems as if it disappears. That happened to me once, I’m like where did it go? so I just duplicated the plane and rotated it 90 degrees so I can also have it as a side view.