No. You will still need a permit to install a temporary sign but this permit can be approved by the Building Department. In recent years many people have used temporary signs (banners, flags, yard signs, etc.) on a continual or permanent basis.
Temporary signs are designed and intended to be displayed for a short period of time. If you need signage on a continual basis, you should consider installing a permanent sign.