Before you begin cleaning your canvas painting, it's essential to assess the dirt. If there are any loose areas, it's best to speak with a professional conservator. For light smudges, you can carefully clean your painting at home using a few simple tools. Initially, gather some delicate material and a solution of tepid water and slight dish soap.