For the conditions you give, I would say "Yes you can", because for VFR flight below 3000' you just need to be " ... clear of cloud, and in sight of the surface ..."
Its a different story once you go above 3000' though, as you have to mantain specific horizontal (1800m ??) and vertical (1000') distances from the clouds.