4 Image similarity search¶

Tutorial	Description	Link
Image search	This is the most interesting tutorial of this library, so I recommend that you definitely check this out 😊 Build an image gallery, index the embeddings and retrieve the most similar images for a query using different enhancement tricks such as `reranking` and `query expansion`.	Image Search
Performance accuracy of retrieval pipeline	Evaluation of the mean Average Precision (mAP) of the retrieval pipeline, composing the `Clip Embedder` as the embedding model.	Retrieval Evaluation
Image Clustering	Show the clustering performance via metrics like RI, ARI, NMI using embeddings generated by the `Clip Embedder`.	Clustering Images

Tutorial

Description

Link

Image search

This is the most interesting tutorial of this library, so I recommend that you definitely check this out 😊

Build an image gallery, index the embeddings and retrieve the most similar images for a query using different enhancement tricks such as reranking and query expansion.

Image Search

Performance accuracy of retrieval pipeline

Evaluation of the mean Average Precision (mAP) of the retrieval pipeline, composing the Clip Embedder as the embedding model.

Retrieval Evaluation

Image Clustering

Show the clustering performance via metrics like RI, ARI, NMI using embeddings generated by the Clip Embedder.

Clustering Images