The Rangoon Creeper is a beautiful flowering plant vine. This perennial vine is perfect for evergreen and colorful beauty in your garden. Rangoon Creepers is a vine with red flower clusters and native to tropical Asia. It can get at least four hours of sun every day and can take the support of something to grow and spread. The plant does not require heavy fertilizer.