Abstract: This describes generating casino floor maps. In some embodiments, the casino monitoring system can analyze captured data of casino floor objects. The system can determine meta-data related to any of the casino floor objects and generate one or more overlay objects for each of the casino floor objects. The system can create a casino floor map by superimposing the overlay objects over the captured data (e.g., superimpose the overlay objects onto a live video stream). The system can present the floor map on any suitable device. The system can detect a selection of the overlay objects on the casino floor map and present metadata for a casino floor object associated with the selected overlay object. The system can also determine details of people on a casino floor via close-range biometric scans and measurements. The system can use the scans and measurements to assist people in the casino.