Before you begin cleaning your canvas painting, it's essential to assess the damage. If there are any flaking areas, it's best to speak with a professional conservator. For minor grime, you can carefully clean your painting at home using a few simple materials. Initially, gather some soft fabric and a solution of lukewarm water and mild dish soap.