The present disclosure relates to an aqueous composition for use in preparing the capsule shell and the capsule with a functional polymer dispersion. The present disclosure relates to an aqueous composition for use in preparing the capsule shell fed a controlled release. The present disclosure also relates to an aqueous composition for use in preparing the capsule shell and the capsule was given moisture resistance. The present disclosure is also a method of making a capsule shell and capsule, and to a capsule shell and a capsule obtained in it.