Before you commence cleaning your canvas painting, it's essential to inspect the dirt. If there are any flaking areas, it's best to speak with a professional conservator. For light dirt, you can safely clean your painting at home using a few simple materials. First, gather some delicate fabric and a mixture of lukewarm water and gentle dish soap.