Prepare for summer -- shop Old Navy newborn swimwear. Our collection of infant boy swimwear includes adorable swim trunks in sizes up to 18-24 months. You'll love the look and feel of our light and comfortable infant boys swimwear. Don't forget to pair his newborn swimwear with our "must have" accessories from hats to flip flops.