Removing clouds from sentinel 2 imagery

I have used Idlepix to try to remove clouds from a sentinel satellite imagery but it seems not to work. I need the imagery to be cloud free since I am carrying out a land use land cover classification.

IdePix doesn’t remove clouds - please have a look here: Cloud related problem