This document proposes a food calorie and nutrition measurement system that uses images taken by mobile device cameras to measure consumption and manage daily food intake. It analyzes food photos before and after eating using nutritional databases and image processing. The system aims to improve current manual calorie counting methods. It requires a PC with at least 2GB RAM and 100GB HDD along with MATLAB software and toolboxes to implement image and signal processing algorithms. The project will be developed over three reviews, first surveying existing methods, explaining the design, and enhancing the base paper. It will then implement 40% of the base paper in the second review and the remaining 60% with modifications in the third review.