Scaling Cross-Domain Content-Based Image Retrieval for E-commerce Snap and Search Application. (arXiv:2204.11593v1 [cs.IR] CROSS LISTED)

In this industry talk at ECIR 2022, we illustrate how we approach the main
challenges from large scale cross-domain content-based image retrieval using a
cascade method and a combination of our visual search and classification
capabilities. Specifically, we present a system that is able to handle the
scale of the data for e-commerce usage and the cross-domain nature of the query
and gallery image pools. We showcase the approach applied in real-world
e-commerce snap and search use case and its …

application arxiv commerce e-commerce image retrieval scaling search