This is a pretty standard minimum "quality" (better said resolution in pixels between the eyes) needed for a facial recognition system:
Ensure that the image contains a frontal view of the face, good
lighting, and at least 80 pixels between the eyes.
the bare minimum to identify a human face would be 25 to 75 pixels
just between the eyes
In the ...