Kaushalya / medclip

A multi-modal CLIP model trained on the medical dataset ROCO

Home Page:https://huggingface.co/spaces/kaushalya/medclip-roco

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Improve the efficiency of embedding search

Kaushalya opened this issue · comments

The current implementation performs a brute-force search to find images with embeddings in the k-neighborhood for a text embedding. This can be made efficient using an external library such as faiss.