P—003Prototype Development2026

Find Art by Similarity

Upload any image and discover the artworks closest to it in visual character.

Find Art by Similarity project

Customers upload any image—a piece they love, a photo from a magazine or a screenshot—and the system returns the artworks that are closest in visual character.

At the core is a vision encoder from a contrastively trained vision-language model. At query time, the image is encoded into a vector and a nearest-neighbour search across precomputed portfolio embeddings returns the closest matches.

The result is a discovery experience that works the way intuition does: not through tags or categories, but through visual affinity.

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