Video demonstrations of ProvSQL in action.

Using a Probabilistic Database in an Image Retrieval Application

December 2024

Demonstration of a system that uses ProvSQL as the probabilistic database backend for content-based image retrieval. Uncertain feature vectors from a deep learning object detector are stored and queried, with result probabilities computed via ProvSQL’s knowledge compilation pipeline.

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Using a Probabilistic Database in an Image Retrieval Application


ProvSQL Demonstration

January 2018

The original demonstration of the ProvSQL system, accompanying the VLDB 2018 demonstration paper. Shows provenance tracking and probability management in PostgreSQL, including semiring provenance, where-provenance, and probabilistic query evaluation.

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ProvSQL Demonstration