Yes, you can but for that, you need to have the IELTS certificate and qualify that exam. Although IELTS examination sometimes occurs before 12th boards and you have to clear your boards to be declared as qualified in the examination.

So first clear your examinations; apply for IELTS and clear it. In the meantime apple for whichever college in Canada you wish to study by applying through forms on their online sites