Photo-based calorie-tracking apps may underestimate energy in meals

MedicalXpress | Jul 25, 2026

Thanks to advances in AI, popular calorie-tracking apps can now use a photo of a meal to estimate the nutritional content of what you're eating. Although these apps are convenient, a new study found that four photo-based apps underestimated the calorie and fat content of meals by about a third.