Before you commence cleaning your canvas painting, it's essential to assess the soiling. If there are any chipped areas, it's best to speak with a professional conservator. For minor smudges, you can carefully clean your painting at home using a few simple supplies. First, gather some soft cloths and a mixture of lukewarm water and mild dish soap.