Systems and methods for managing inventory

A method for inventory management within a facility, the method comprising:

• capturing, by a first camera mounted to view a storage area storing inventory items, images of the storage area, wherein the first camera is associated with a location in the facility;
• detecting, by a machine learning model, boundary features of a bin depicted in a first image captured by the first camera;
• determining, by the machine learning model, a bin location of the bin based on the location associated with the first camera;
• identifying, by the machine learning model, at least one inventory item of the inventory items stored in the bin based on a respective identifier associated with the at least one inventory item;
• and
• updating, by the machine learning model, inventory data stored in a database based on identifying the at least one inventory item, wherein the inventory data is associated with the bin and at least one of the bin location and the location associated with the first camera.

A non-transitory machine readable medium storing instructions for a system for inventory management within a facility that, when executed, cause a processing resource to:

• receive, from a first camera mounted to view a storage area storing inventory items, images of the storage area, wherein the first camera is associated with a location in the facility;
• detect, by executing a machine learning model, boundary features of a bin depicted in a first image captured by the first camera;
• determine, by executing the machine learning model, a bin location of the bin based on the location associated with the first camera;
• identify, by executing the machine learning model, at least one inventory item of the inventory items stored in the bin based on a respective identifier associated with the at least one inventory item;
• and
• update, by executing the machine learning model, inventory data stored in a database based on identifying the at least one inventory item, wherein the inventory data is associated with the bin and at least one of the bin location and the location associated with the first camera.