Before you begin cleaning your canvas painting, it's essential to assess the dirt. If there are any loose areas, it's best to speak with a professional conservator. For subtle smudges, you can safely clean your painting at home using a few simple materials. Initially, gather some delicate fabric and a mixture of lukewarm water and mild dish soap.