blakeblackshear.frigate/frigate/db
Josh Hawkins 8a8a0c7dec
Embeddings normalization fixes (#14284)
* Use cosine distance metric for vec tables

* Only apply normalization to multi modal searches

* Catch possible edge case in stddev calc

* Use sigmoid function for normalization for multi modal searches only

* Ensure we get model state on initial page load

* Only save stats for multi modal searches and only use cosine similarity for image -> image search
2024-10-11 13:11:11 -05:00
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sqlitevecq.py Embeddings normalization fixes (#14284) 2024-10-11 13:11:11 -05:00