Real-time inventory management via intelligent inventory storage systems

Abstract

User input(s) indicative of a request to create a first storage compartment for an intelligent storage rack are obtained. The intelligent storage rack comprises physical storage space, and the first storage compartment comprises a representation of a portion of the physical storage space. Images captured from camera devices installed to the intelligent storage rack are received. Each of the images depicts the physical storage space from differing perspectives. Responsive to a second user input that selects a first image, the first image is processed with a machine-learned model to generate a predicted region of interest (ROI), wherein the predicted region of interest comprises a visual representation of the first storage compartment. A first data object is stored to a data structure associated with the intelligent storage rack descriptive of the predicted ROI, wherein the first data object associates the predicted ROI to the first storage compartment.

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