The problem I have with the idea of being "on a diet" is that your entire mindset and day centers around food.
You're always thinking about it.
The times that most people lose weight are when they're incredibly busy with work etc, family issues, tragedy etc, and your mind is not preoccupied with food, it's almost the last thing on your mind and the weight loss often isn't intentional