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Vector database training data retrieval of BioCLIP-embedded nearest neighbors.

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Imageomics/bioclip-vector-db

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694b442 · Mar 17, 2025

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bioclip-vector-db

This repository will be used to track work for the BioCLIP vector database training data retrieval project as a central location for planning, communication, and implementation.

Problem Statement

As a user submitting an image for open-ended classification by BioCLIP, I want to know which images from the training dataset BioCLIP considers to be the most similar to my image so I can see the similarities in visible traits among taxa as they are represented in the embedding space.

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Vector database training data retrieval of BioCLIP-embedded nearest neighbors.

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