To remove paint from a deck, you can choose between chemical or mechanical methods. Chemical strippers dissolve the paint, but require safety precautions and can be environmentally harmful. Mechanical strippers use power tools or hand tools to scrape or sand the paint, which is faster but can damage the surface. Professional services are available for both methods. The type of paint on your deck, such as oil-based or latex, will influence the effectiveness of the stripping method.