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The Grid Dynamics team used Dell EMC PowerEdge T550 and Dell EMC PowerEdge T640 servers as platforms to get data from the in-store channels. We used a publicly available looped video from a CCTV camera that shows real people walking in the mall to:
In this use case, we processed the video, stored the data into a database, and showed typical analytical insights on a dashboard (see Figure 2).
For this, we transformed and used data, gathered from CCTV cameras, to determine and plot regions of high interest on a heatmap (see Figure 3).
The use cases represent the typical areas, in which AI optimizes the retail operations: