Challenge: can you calculate approximate calorific values from images of food on a plate?
Here's the website for the trial (& app)...
http://www.mycircadianclock.org/
Here's a video of the principal investigator (Satchin Panda) talking about his research...
That's not to say you couldn't approximate it and tell someone they ate a Twinkie today which is more fattening than the steamed broccoli they had yesterday. And you could probably help people manage their diet better with an app that could do that. But it's always going to be an approximation with a potential for large error in certain cases.
But FWIW: when I started intermittent fasting I didn't even eat much on my non-fast days. It was part of an OCD phase on life tracking so I fetishistically measured and recorded everything I ate or drank[+]. I was working from home so wouldn't eat outside the house.
And even I didn't believe my myfitnesspal records. Except that since I was only eating what was in the house it was pretty clear that I really had only eaten one egg: there were the other 11 in the box.
But wow, without the OCD attitude I don't think it's possible.
[+] And what a waste of effort. A lot of work, little insight. It wasn't just food (and I changed my diet to things I could more tightly control in terms of macros) but weight and sleep and what I bought and how much I spent...a lot of work for very very little insight.
Maybe that was true and they were trying to lose weight?