A Visual History of Interpretation for Image Recognition

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

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  • saliency

    Framework-agnostic implementation for state-of-the-art saliency methods (XRAI, BlurIG, SmoothGrad, and more).

  • [2]: https://github.com/PAIR-code/saliency

  • gradio

    Build and share delightful machine learning apps, all in Python. 🌟 Star to support our work!

  • I'm the author here! Thanks for sharing :) Feel free to ask me any questions.

    I wanted to highlight some of the libraries we used: Gradio [1] to create the interfaces in the GIFs, and PAIR-code's [2] Tensorflow implementation of the papers.

    [1]: https://github.com/gradio-app/gradio

  • InfluxDB

    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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