Success case

Sentiment analysis in the retail industry becomes more accessible

The Challenge Brands need to understand their customers on a deeper level. Therefore, they employ

Sentiment analysis in the retail industry becomes more accessible
Industry
Retail & Consumer Services
Application
In-store visitor analytics

Project background and needs

Zenus and Seeed provide a Jetson Xavier NX-based visitor analytics device for retail stores, processing camera video at the edge and sending metadata to a cloud dashboard.

Multi-component integration

  • A vision application needs cameras and an AI compute processor.
  • It also needs an easy-to-use interface to present the analysis results.

Needs capture, compute, and display components to work together.

Continuous in-store analytics

  • Traditional solutions have many components, making store deployment hard.
  • Merchandise display, layout, and audience shifts need ongoing monitoring.

Needs an analytics device that's easy to deploy and keeps delivering data.

Solution and architecture

Edge processing

A Jetson Xavier NX-based device connects to the camera and processes video, with PoE supplying both power and network.

Cloud reporting

The device uploads metadata to the cloud, showing foot traffic, demographics, and sentiment analysis on an interactive dashboard.

Solution components

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