On the trails, sure, but a short way off of even the busiest trails you could go an extremely long time without seeing anyone, especially in areas that don't allow hunting.
For example, this woman died after weeks spent lost just near the Appalachian Trail: https://www.bostonglobe.com/metro/2016/05/25/hiker-who-died-...