Sadly, no. Since cellulite is a texture issue, not a pigmentation issue, makeup can't cover it up. But there is a silver lining: "Since darker tones recede visually and look smaller, cellulite will look less noticeable on a 'tanned' or bronzed leg than one that is not," says Koury. You can do this by using applying body makeup that is a slightly darker shade than your skin tone. Just make sure to apply it all over your leg instead of in one concentrated area.
Don't think that you can just hop in the shower and rinse your body makeup off with regular body wash. To remove long-lasting body makeup, look for a creamy cleanser designed to remove heavy-duty makeup. When using creamy makeup removers, Koury says to apply it directly over the camouflaged area and massage in circular motions, and then wipe it off with a towel.