Cultural Property Identification Prototype

Pre-award demonstration, Bellcourt Systems. Synthetic and open access data only. Not a Government system.

The tool compares a photograph against published museum objects and suggests which restricted category, if any, it most resembles. It is not an authentication, a provenance finding or an import determination. Uncertain results are referred to a human expert.

1. Photograph the object

Or try a held-out test image (never seen by the reference index)

Test images are held-out objects from the same museums. The last row is out of scope: objects not on any designated list, which the tool should refuse.

What the index covers

Measured on held-out images

Numbers are computed by embed.py on images the index never saw. The referral threshold was set on a calibration half of the test images and scored on the other half. Categories with small reference sets are labeled; their numbers are less reliable.