Before you commence cleaning your canvas painting, it's essential to evaluate the dirt. If there are any flaking areas, it's best to speak with a professional conservator. For minor smudges, you can effectively clean your painting at home using a few simple tools. Initially, gather some soft cloths and a mixture of warm water and slight dish soap.