Volume is one of important issue in the production and processing of food product. Traditionally volume measurement can be
performed using water displacement method based on Archimedes’ principle. Water displacement method is inaccurate and
considered as destructive method. Computer vision offers an accurate and nondestructive method in measuring volume of food
product. This paper proposes a framework for volume measurement of irregular shape food product using computer vision and
Monte Carlo method. The prposed framework consists of hardware and software framework. It is expected that the framework
can reduce computation time and can be implemented in real production line.