Before you start 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 light dirt, you can effectively clean your painting at home using a few simple supplies. Initially, gather some gentle fabric and a mixture of warm water and slight dish soap.