Berisha didn't play a single minute for his Japanese club in 2019, and only managed six appearances off the bench in his first season with the club in 2018.
A statement released by the club said Berisha is undecided where he will play next.
The 34-year-old is now an Australian citizen after spending seven years in Australia which saw him become the all-time leading scorer in the A-League with 106 goals in 171 matches.
It's possible that Berisha could return to the A-League, with a number of clubs in the market for a centre-forward ahead of the season opener on October 11.