Antwi represented the Ghana U20 team during 2015. He was selected for the 2015 African U-20 Championship in Senegal, subsequently winning one cap against Mali in the third-place play-off. He was also chosen in Ghana's preliminary squad for the 2015 FIFA U-20 World Cup in New Zealand, but didn't make the final cut.