Computer vision system that detects people, identification of their location in a field of view

A computer vision system, comprising:

• a camera that captures a plurality of image frames in a target field, the system taking an image frame from the plurality of image frames and storing it locally;
• a processor coupled to the camera and configured to perform computations in real-time on the plurality of image frames acquired by the camera and relay outputs of the computations to a database coupled to a server, wherein only data extracted from each of a frame of the plurality of image frames is relayed to a system server;
• a user interface coupled to the camera;
• and
• wherein the system detects people, identification of their location in a field of view as well as their actual physical location in a space, and uses a data collection script running on the processor to relay data and error files to the server with the scrip deleting the local copy of the files once they have been posted to the server, the error files being created during an uploading process of image frames, the system including a timestamped error logging that allows an understanding of a source of errors and provides measures to fix the errors;
• and a memory management script running parallel to the data collection scripts that periodically checks the system for memory overflows.