No, they're not. Just try putting your pants/trousers on upside down and you will see why that one's wrong. You can put some clothes on back-to-front or inside-out. With a shirt, you would be more likely to put it on inside-out, and most people wear one at a time, so why would you use the plural?
Student or Learner