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[ealt-edge.git] / example-apps / ROBO / deployment / SmartShelf_description.md

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-# Smart Shelf Application
-
-This application is an entry level application to demonstrate Remote Office Branch Office usecase (ROBO) for Retail Enterprise for scenario wherein there is a retail chain comprising of multiple retail stores and a retail headquater. 
-The application provides Smart Shelf solution to monitor shelf's for a retail chain.
-
-Why Smart Shelf solution:
-Smart Shelf is a technological breakthrough that enhances the overall shopping experience and improves a store’s operational efficiency in terms of stock misplacement and notify empty shelves.
- 
-Smart shelf benefits:
-- Smart Shelves can notify empty shelf for items when needed without requiring humans, making it easier to prevent
- shortages of popular items at peak times.
-- Smart Shelves allow retailers to make more informed decisions about stocking and inventory, notify the back-end
- system about the existing quantity of items on the shelves, alert when product levels are running low and when items are misplaced.
-- Provides access to the store or shelf information remotely, enables visibility of stock position, cross and up
- selling of products.
-- Better customer experience with proper inventory for each shelf.
-
-Available Solutions:
-- Camera based with Video analytics solution
-- weight sensors/optical sensors based solutions
-This application is based on 1st solution
- 
-Why Edge: 
-This use case demands for low latency, jitter for scenarios like theft detection, stock misplacement. 
-Currently available in-retail enterprise solutions, wherein in store deployment of compute/storage resources
- are done, consumes store spaces and are not cost effective. 5G Telco edge based solution is a need here and this
-  application demonstrates the same.
-  
-This application is developed as part of Akraino EALTEdge BP using EdgeGallery as an upstream project. Kindly refer
- below link to get more insights about this application:
-https://wiki.akraino.org/display/AK/EALT-EDGE+Landing+Application