Image Embedding Storage (W4 Image Recognition)

Hello Community,

I was wondering how the embedding of the images are saved in real applications. In the lab, we manually stored the embedding of the face images in the python dictionary but how do we save the embedding in applications? Is there any database for that?

Thank You

As you pointed out, a database (any database) is a good solution for saving image embeddings. Do see vector databases like pinecone as well.

In case you are interested in saving your embeddings locally, one very good database for this is “chroma”.

Also, langhchain offers also alternatives to save locally the vectors.