Not really. Everyone can see the shadow of the earth on the moon during an eclipse. Everyone can see the shape of the moon and sun. Everyone could see a ship's sails first when it came over the horizon.
Very few would believe that the earth was flat.
Are you still sticking to that geocentric universe nonsense?