A sugar tax affects everyone even if they are not overweight.
It would be fairer to have a fat clothes tax that targets people of an unhealthy weight. For example, any clothes over size 16 should be taxed at 20% , same with XL,XXL etc size clothes for men.
A sugar tax would increase resentment against overweight people but a large clothes tax would be fair and an incentive for people to lose weight.