"I decided with my manager, even before the start of the transfer window that I would not leave Tottenham and that's what I did," he told All Africa.com.
"I have never thought of leaving Spurs. I am here, my family feels great here and I do not see myself in another city."
Jermain Defoe is also in contention to lead the Spurs attack, but Adebayor went on to say that he is confident of holding down a place in the team's starting lineup.
"Today I will not tell you that I'm stronger than Soldado or Defoe or Lamela," he added.
"We now have four in the attack, I do not know who ranks first, second or third but I know at the end I will be the first and it is the most important."
Adebayor joined Spurs in 2012 following a stint with Manchester City.