Systems, methods, and apparatus for determining a volume of remaining liquid in a container are disclosed. A container profile can first be developed using image analysis to determine a maximum liquid level in the container. The profile can then be broken into divisions, each corresponding to an equal volume. When real-world measurements of a liquid level in a real-world container are made, these can be translated to one of the divisions, which can be summed with all underlying divisions to estimate a volume of remaining liquid in the real-world container.