An IOT edge-fog-cloud architecture for vision based pallet integrity

R Vaira, R Pietrini, R Pierdicca, P Zingaretti… - New Trends in Image …, 2019 - Springer
Improving the availability of products in a store in order to avoid the OOS (out-of-stock)
problem is a crucial topic nowadays. The reduction of OOS events leads to a series of
consequences, including, an increase in customer satisfaction and loyalty to the store and
brand, the production of positive advertising with a consequent growth in sales, and finally
an increase in profitability and sales for a specific category. In this context, we propose the
Pallet Integrity system for the automatic and real-time detection of OOS on promo pallets and …

An IOT edge-fog-cloud architecture for vision based planogram integrity

R Pietrini, D Manco, M Paolanti, V Placidi… - Proceedings of the 13th …, 2019 - dl.acm.org
A planogram is a detailed visual map of the products in the shelves of a retail store. The
planogram wants to provide the best location of products on the shelves, with the aim to
improve the customer experience and satisfaction, to increase sales and profits and to better
manage the products on the shelves. However, an important aspect is not only to design the
best planogram, but mostly to maintain the right position, orientation and, quantity of the
products in the shelves according to the accepted planogram. For this purpose, we propose …
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