Embodiments of the present invention provide systems, methods, and computer storage media directed to a smart eraser. As such, a particular drawing stroke on a canvas or background can be erased without erasing other strokes overlapping with the eraser path. In some implementations, smart eraser functionality can be triggered by beginning an eraser path at a point that coincides with the stroke to which the smart eraser functionality is to be applied.