Systems and methods are provided for controlling access to a building or other restricted physical spaces using at least a facial recognition module, an access control panel and electronically lockable doors or other means of controlling access. The facial recognition module comprises visible light and IR detection. The facial recognition module may also comprise a badge reader, or a badge reader may be a separate component connected to the access control panel. The facial recognition module learns to recognize authorized entrants by associating badge numbers with the facial images of authorized entrants.