Content-Based Image Retrieval

This page summarizes the projects mentioned and recommended in the original post on news.ycombinator.com

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  • imgbeddings

    Python package to generate image embeddings with CLIP without PyTorch/TensorFlow

  • Seconding the recommendation of CLIP embeddings, especially compared to image histograms + requiring OpenCV.

    I wrote a naive, minimal dependency Python package to calculate image embeddings (https://github.com/minimaxir/imgbeddings) with some lookup demo notebooks and it works well in a pinch, although it's due for an upgrade.

  • iskdaemon

    isk-daemon is an open source standalone server and library capable of adding content-based (visual) image searching to any image related website or software.

  • Some of the code was developed a little farther in https://github.com/ricardocabral/iskdaemon. But you can still be the change you wish to see :)

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    Power Real-Time Data Analytics at Scale. Get real-time insights from all types of time series data with InfluxDB. Ingest, query, and analyze billions of data points in real-time with unbounded cardinality.

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NOTE: The number of mentions on this list indicates mentions on common posts plus user suggested alternatives. Hence, a higher number means a more popular project.

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