I tried deleting the app and instead accessing it via browser and that too through the incognito mode, so that I have to enter the user name and password each time I login, so that it will become hard and discourage me from using it.

However, I still find myself using it. I think until I find a good alternative to what need Instagram is fulfilling, in my case quick relaxation, I won't be getting off it.