No. It's not about weight.
If you cut off both your legs, you'll weigh less than you do now.
You can lose weight on just about any diet.
You can eat a bucket of fried chicken for every meal and still lose weight (if you burn enough calories).
And that is the problem with focusing solely on weight.
Your body should be low fat, high muscle with clear arteries.