Pilates is low impact, but that doesnât mean that itâs high intensity. You can wear something that makes you comfortable and is easy to move in, such as a workout shirt with yoga pants or shorts. Many Pilates classes do not allow shoes, so you may need to invest in some special sticky Pilates socks.