The present invention provides a system and/or method that facilitates inspecting and/or measuring within manufacturing lines by employing an image retention user interface that displays a failed image from a low end vision system. The image retention user interface can display at least one thumbnail associated to a failed image wherein the failed image can be annotated indicating a failure. Furthermore, the image retention user interface can provide adjustments to equipment related to a low end vision system and/or manufacturing lines. The image retention user interface can also utilize editing techniques to edit failed images. Additionally, the image retention user interface transmits the failed images to a remote system and/or location.