Introduction: Vision measuring machines boost production precision by reducing guide checks, strengthening accuracy and velocity, and integrating seamlessly into automated workflows for greater quality assurance. In many manufacturing vegetation, workers invest important time double-examining ingredient Proportions manually, normally struggling wi