Rain streaks and rain drops are two natural phenomena, which degrade image capture in different ways. Currently, most existing deep deraining networks take them as distinct problems individually address one, thus cannot deal adequately with both simultaneously. To this, we propose a Dual Attention-in-Attention Model (DAiAM) includes DAMs for removing raindrops. Inside the DAM, there attentive m...