Out of work planning officer here….
You'll only need planning permission if the unit were to be utilised as a separate dwelling. So whilst it may be a shed, if you were to put say, a sink, toilet and then a kitchentte in (and don't laugh, I have seen it done!) it would then have the capacity to constitute, and be utilised as, an independent dwelling.
You won't need PP for the toilet but it may be worth speaking to the local building control dept with regards building regs. Don't write in if you want a quick response though, better to go to the office as they will have a Duty Officer who can answer any questions.