Accurate estimation Article Beverages Bite counting Closed loop control systems Deep learning Deep neural networks Diet Dietary assessments Dietary intakes Eating Energy Intake Epidemiological studies Feeding Behavior Food ingredients Generative adversarial networks Humans Inertial sensing Item recognition Labeled data Large dataset Meals Micro-objects Micro/nano Nano-objects Nutrition Object pose Optical microscopes Pose-estimation Scanning electron microscopy