xaitk-saliency

Quick Start

  • Installation
  • Getting Started with xaitk-saliency

Tutorials

  • Tutorial: Using Occlusion-based Saliency to Explain Image Classification Models
  • Tutorial: Using DRISE to Explain Object Detection Models

Explanation

  • Concepts of Saliency and Explainability in AI
  • Design Decisions

How-To

  • How-To Guides
  • Review Process
  • Steps of the xaitk-saliency Release Process

Reference

  • Interfaces
  • Implementations
  • Frequently Asked Questions
  • Glossary
  • Release Notes
xaitk-saliency
  • Python Module Index

Python Module Index

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- xaitk_saliency
    xaitk_saliency.impls.gen_classifier_conf_sal.mc_rise_scoring
    xaitk_saliency.impls.gen_classifier_conf_sal.occlusion_scoring
    xaitk_saliency.impls.gen_classifier_conf_sal.rise_scoring
    xaitk_saliency.impls.gen_classifier_conf_sal.squared_difference_scoring
    xaitk_saliency.impls.gen_descriptor_sim_sal.similarity_scoring
    xaitk_saliency.impls.gen_detector_prop_sal.drise_scoring
    xaitk_saliency.impls.gen_image_classifier_blackbox_sal.mc_rise
    xaitk_saliency.impls.gen_image_classifier_blackbox_sal.occlusion_based
    xaitk_saliency.impls.gen_image_classifier_blackbox_sal.rise
    xaitk_saliency.impls.gen_image_classifier_blackbox_sal.slidingwindow
    xaitk_saliency.impls.gen_image_similarity_blackbox_sal.occlusion_based
    xaitk_saliency.impls.gen_image_similarity_blackbox_sal.sbsm
    xaitk_saliency.impls.gen_object_detector_blackbox_sal.drise
    xaitk_saliency.impls.gen_object_detector_blackbox_sal.occlusion_based
    xaitk_saliency.impls.perturb_image.mc_rise
    xaitk_saliency.impls.perturb_image.random_grid
    xaitk_saliency.impls.perturb_image.rise
    xaitk_saliency.impls.perturb_image.sliding_radial
    xaitk_saliency.impls.perturb_image.sliding_window
    xaitk_saliency.impls.saliency_metric.entropy

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