Yep. I have IBD and have to track calories to keep my intake _up_. It's shocking how much food you have to eat to get much more than 2k a day.
I know because I've experimented with this when I started measuring my weight, heck sometimes having a single Wendy's Baconator will not only fill your entire calories but even make you gain weight.
Your activity levels of course also matter but I'm assuming sedentary lifestyle.
This is much more different for healthy foods however.