Systems and methods for dynamic identification of a surgical tray and the items contained thereon

A system for dynamically identifying a surgical tray and items contained thereon, the system comprising:

• a software application, the software application operating on a mobile computer device or a computer device in communication with at least one image data collection device configured to produce an image of the surgical tray, the software application is configured to receive the image of the surgical tray from the image data collection device and then communicate the image through a wired and/or wireless communication network to a server located at a site where the surgical tray is located or at a location remote from the site;
• and
• a processor in communication through the wired and/or wireless communication network with the software application, as well as the server, the processer is configured to call up from a library database of the system, upon communication of the image to the server:
• a plurality of tray identification models comprised of tray tensors, the tray identification models uploaded to the library database of the system;
• whereby the processor is configured to:
• analyze the image of the surgical tray and classify the type of tray in the image based on the tray identification models applied to the image,
• call up from the library database:
• a list of items linked to the classification of the type of tray, and a plurality of instrument identification models comprised of instrument tensors generated using a 3-dimensional synthetic item that exists entirely in a virtual environment, the instrument identification models linked to the items and uploaded to the library database of the system;
• analyze the image and identify the type of items in the image based on the instrument identification models,
• compare the classified items to the list of items linked to the classified tray to determine any missing items, and
• notify the software application of the classified items and any missing items.