Yes, indeed. But before you do, make sure to use a roller for the paint application. When you're repainting, start at the top of the wall and roll down to the floor, then lift the roller and start the next section by overlapping a few inches with the first. This technique called 'W' or 'M' movement can help avoid streaks.