Before you begin cleaning your canvas painting, it's essential to inspect the dirt. If there are any chipped areas, it's best to contact a professional conservator. For subtle smudges, you can carefully clean your painting at home using a few simple materials. First, gather some delicate cloths and a mixture of lukewarm water and gentle dish soap.