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FiftyOne Run image and text similarity search over computer vision datasets in FiftyOne, backed by Qdrant for fast vector retrieval. Use Qdrant with FiftyOne to power image and text similarity search across computer vision datasets and improve dataset quality and model insights.
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FiftyOne

FiftyOne is an open-source toolkit designed to enhance computer vision workflows by optimizing dataset quality and providing valuable insights about your models. FiftyOne 0.20, which includes a native integration with Qdrant, supporting workflows like image similarity search and text search.

Qdrant helps FiftyOne to find the most similar images in the dataset using vector embeddings.

FiftyOne is available as a Python package that might be installed in the following way:

pip install fiftyone

Please check out the documentation of FiftyOne on Qdrant integration.