Toshiba Global Commerce Solutions

Wan-Chen Tsai

Craig Compton

Daniel Hunt

Roberto Cabral Frias

The present disclosure utilizes excess processing capacity of a point of sale (POS) system by dynamically managing assigned tasks based on an expected activity of an individual. A resource management system can use image data and a trained neural network to analyzes aspects of an appearance or a behavior of the individual as captured in the image data to quantify a likelihood of the individual participating in a checkout procedure. The resource management system can dynamically allocate resources across different POS systems in anticipation of expected activity. This allows for the efficient use of the POS systems' resources while maintaining good system performance and a positive experience.

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Taipei, Taiwan

Wan-Chen Tsai