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Use Cases

Retail

Computer vision applications in the retail industry include:

  • Retail heat maps
  • Self-checkout
  • Virtual mirrors
  • Product recommendations
  • In-store ads
  • Loss prevention
  • Planograms

How FiftyOne can help

Developers of retail applications can benefit from FiftyOne’s ability to process large amounts of data and query/filter for specific instances. For example, in a few clicks or lines of code, you can get a subset of your data that includes shoplifting instances of a specific store, which you can then quickly verify for false positives or curate into a training dataset. The FiftyOne Brain provides various methods to aid in dataset/model analysis, one of which being the ability to find visually similar images which can be useful to train product recommendation systems.

retail use case example for computer vision

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