Abstract: A system for identifying and determining predictions of an entity of interest (EOT) includes a processor configured to receive real-time FMV data of an area of interest (AOI); a memory operatively coupled to the processor and storing a machine learning algorithm for identifying the EOT in the AOI; a database for use in classifying the EOT and determining predictions associated with the EOT; and a translator operatively coupled to the processor and configured to cause the processor to operationally communicate with the machine learning algorithm. The processor may be further configured to correlate a stored video data with the current video data and cause the database to store the correlated video data with its associated EOT. The processor may be configured to determine predictions associated with the EOT by identifying trends in the correlated video data.