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Imageomics
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bioclip-vector-db
Vector database training data retrieval of BioCLIP-embedded nearest neighbors.
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Propose an AWS EC2 instance configuration.
#2
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thompsonmj
opened
4 months ago
thompsonmj
commented
4 months ago
It should:
Host the vector database
Receive an image or text query from a user along with
k
(how many nearest neighbors to identify)
Calculate the query embedding using the BioCLIP image/text encoder
Identify k nearest neighbors IDs in the embedding space
It should:
k
(how many nearest neighbors to identify)