According to aspects of the present disclosure, systems, apparatuses, and methods are provide that automate the process of finding captures of reflectance panels, detecting the particular regions of each image that represent the reflectance panel, and retrieving or otherwise obtaining reflectance information for the reflectance panel. One example reflectance panel assembly includes a reflectance panel and a machine-readable symbol.