xaitk-saliency
Quick Start
Installation
Tutorials
Tutorial: Using Occlusion-based Saliency to Explain Image Classification Models
Tutorial: Using DRISE to Explain Object Detection Models
Explanation
Introduction
Design Decisions
Frequently Asked Questions
How-To
Review Process
Steps of the xaitk-saliency Release Process
Reference
Interfaces
Implementations
Release Notes
xaitk-saliency
Index
Index
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__init__() (xaitk_saliency.impls.gen_classifier_conf_sal.mc_rise_scoring.MCRISEScoring method)
(xaitk_saliency.impls.gen_classifier_conf_sal.rise_scoring.RISEScoring method)
(xaitk_saliency.impls.gen_descriptor_sim_sal.similarity_scoring.SimilarityScoring method)
(xaitk_saliency.impls.gen_image_classifier_blackbox_sal.mc_rise.MCRISEStack method)
(xaitk_saliency.impls.gen_image_classifier_blackbox_sal.occlusion_based.PerturbationOcclusion method)
(xaitk_saliency.impls.gen_image_classifier_blackbox_sal.rise.RISEStack method)
(xaitk_saliency.impls.gen_image_classifier_blackbox_sal.slidingwindow.SlidingWindowStack method)
(xaitk_saliency.impls.gen_image_similarity_blackbox_sal.occlusion_based.PerturbationOcclusion method)
(xaitk_saliency.impls.gen_image_similarity_blackbox_sal.sbsm.SBSMStack method)
(xaitk_saliency.impls.gen_object_detector_blackbox_sal.drise.DRISEStack method)
(xaitk_saliency.impls.gen_object_detector_blackbox_sal.drise.RandomGridStack method)
(xaitk_saliency.impls.gen_object_detector_blackbox_sal.occlusion_based.PerturbationOcclusion method)
(xaitk_saliency.impls.perturb_image.mc_rise.MCRISEGrid method)
(xaitk_saliency.impls.perturb_image.random_grid.RandomGrid method)
(xaitk_saliency.impls.perturb_image.rise.RISEGrid method)
(xaitk_saliency.impls.perturb_image.sliding_radial.SlidingRadial method)
(xaitk_saliency.impls.perturb_image.sliding_window.SlidingWindow method)
D
DRISEScoring (class in xaitk_saliency.impls.gen_detector_prop_sal.drise_scoring)
DRISEStack (class in xaitk_saliency.impls.gen_object_detector_blackbox_sal.drise)
F
fill (xaitk_saliency.impls.gen_image_classifier_blackbox_sal.rise.RISEStack property)
(xaitk_saliency.impls.gen_image_classifier_blackbox_sal.slidingwindow.SlidingWindowStack property)
(xaitk_saliency.impls.gen_image_similarity_blackbox_sal.sbsm.SBSMStack property)
format_detection() (in module xaitk_saliency.utils.detection)
from_config() (xaitk_saliency.impls.gen_image_classifier_blackbox_sal.occlusion_based.PerturbationOcclusion class method)
(xaitk_saliency.impls.gen_image_similarity_blackbox_sal.occlusion_based.PerturbationOcclusion class method)
(xaitk_saliency.impls.gen_object_detector_blackbox_sal.occlusion_based.PerturbationOcclusion class method)
G
generate() (xaitk_saliency.impls.gen_classifier_conf_sal.mc_rise_scoring.MCRISEScoring method)
(xaitk_saliency.impls.gen_classifier_conf_sal.occlusion_scoring.OcclusionScoring method)
(xaitk_saliency.impls.gen_classifier_conf_sal.rise_scoring.RISEScoring method)
(xaitk_saliency.impls.gen_classifier_conf_sal.squared_difference_scoring.SquaredDifferenceScoring method)
(xaitk_saliency.impls.gen_descriptor_sim_sal.similarity_scoring.SimilarityScoring method)
(xaitk_saliency.impls.gen_detector_prop_sal.drise_scoring.DRISEScoring method)
(xaitk_saliency.interfaces.gen_classifier_conf_sal.GenerateClassifierConfidenceSaliency method)
(xaitk_saliency.interfaces.gen_descriptor_sim_sal.GenerateDescriptorSimilaritySaliency method)
(xaitk_saliency.interfaces.gen_detector_prop_sal.GenerateDetectorProposalSaliency method)
(xaitk_saliency.interfaces.gen_image_classifier_blackbox_sal.GenerateImageClassifierBlackboxSaliency method)
(xaitk_saliency.interfaces.gen_image_similarity_blackbox_sal.GenerateImageSimilarityBlackboxSaliency method)
(xaitk_saliency.interfaces.gen_object_detector_blackbox_sal.GenerateObjectDetectorBlackboxSaliency method)
GenerateClassifierConfidenceSaliency (class in xaitk_saliency.interfaces.gen_classifier_conf_sal)
GenerateDescriptorSimilaritySaliency (class in xaitk_saliency.interfaces.gen_descriptor_sim_sal)
GenerateDetectorProposalSaliency (class in xaitk_saliency.interfaces.gen_detector_prop_sal)
GenerateImageClassifierBlackboxSaliency (class in xaitk_saliency.interfaces.gen_image_classifier_blackbox_sal)
GenerateImageSimilarityBlackboxSaliency (class in xaitk_saliency.interfaces.gen_image_similarity_blackbox_sal)
GenerateObjectDetectorBlackboxSaliency (class in xaitk_saliency.interfaces.gen_object_detector_blackbox_sal)
get_config() (xaitk_saliency.impls.gen_classifier_conf_sal.mc_rise_scoring.MCRISEScoring method)
(xaitk_saliency.impls.gen_classifier_conf_sal.occlusion_scoring.OcclusionScoring method)
(xaitk_saliency.impls.gen_classifier_conf_sal.rise_scoring.RISEScoring method)
(xaitk_saliency.impls.gen_classifier_conf_sal.squared_difference_scoring.SquaredDifferenceScoring method)
(xaitk_saliency.impls.gen_descriptor_sim_sal.similarity_scoring.SimilarityScoring method)
(xaitk_saliency.impls.gen_detector_prop_sal.drise_scoring.DRISEScoring method)
(xaitk_saliency.impls.gen_image_classifier_blackbox_sal.mc_rise.MCRISEStack method)
(xaitk_saliency.impls.gen_image_classifier_blackbox_sal.occlusion_based.PerturbationOcclusion method)
(xaitk_saliency.impls.gen_image_classifier_blackbox_sal.rise.RISEStack method)
(xaitk_saliency.impls.gen_image_classifier_blackbox_sal.slidingwindow.SlidingWindowStack method)
(xaitk_saliency.impls.gen_image_similarity_blackbox_sal.occlusion_based.PerturbationOcclusion method)
(xaitk_saliency.impls.gen_image_similarity_blackbox_sal.sbsm.SBSMStack method)
(xaitk_saliency.impls.gen_object_detector_blackbox_sal.occlusion_based.PerturbationOcclusion method)
(xaitk_saliency.impls.perturb_image.mc_rise.MCRISEGrid method)
(xaitk_saliency.impls.perturb_image.random_grid.RandomGrid method)
(xaitk_saliency.impls.perturb_image.rise.RISEGrid method)
(xaitk_saliency.impls.perturb_image.sliding_radial.SlidingRadial method)
(xaitk_saliency.impls.perturb_image.sliding_window.SlidingWindow method)
get_default_config() (xaitk_saliency.impls.gen_image_classifier_blackbox_sal.occlusion_based.PerturbationOcclusion class method)
(xaitk_saliency.impls.gen_image_classifier_blackbox_sal.slidingwindow.SlidingWindowStack class method)
(xaitk_saliency.impls.gen_image_similarity_blackbox_sal.occlusion_based.PerturbationOcclusion class method)
(xaitk_saliency.impls.gen_image_similarity_blackbox_sal.sbsm.SBSMStack class method)
(xaitk_saliency.impls.gen_object_detector_blackbox_sal.occlusion_based.PerturbationOcclusion class method)
(xaitk_saliency.impls.perturb_image.sliding_radial.SlidingRadial class method)
(xaitk_saliency.impls.perturb_image.sliding_window.SlidingWindow class method)
I
iou() (xaitk_saliency.impls.gen_detector_prop_sal.drise_scoring.DRISEScoring method)
M
MCRISEGrid (class in xaitk_saliency.impls.perturb_image.mc_rise)
MCRISEScoring (class in xaitk_saliency.impls.gen_classifier_conf_sal.mc_rise_scoring)
MCRISEStack (class in xaitk_saliency.impls.gen_image_classifier_blackbox_sal.mc_rise)
module
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
O
occlude_image_batch() (in module xaitk_saliency.utils.masking)
occlude_image_streaming() (in module xaitk_saliency.utils.masking)
OcclusionScoring (class in xaitk_saliency.impls.gen_classifier_conf_sal.occlusion_scoring)
P
perturb() (xaitk_saliency.impls.perturb_image.mc_rise.MCRISEGrid method)
(xaitk_saliency.impls.perturb_image.random_grid.RandomGrid method)
(xaitk_saliency.impls.perturb_image.rise.RISEGrid method)
(xaitk_saliency.impls.perturb_image.sliding_radial.SlidingRadial method)
(xaitk_saliency.impls.perturb_image.sliding_window.SlidingWindow method)
(xaitk_saliency.interfaces.perturb_image.PerturbImage method)
PerturbationOcclusion (class in xaitk_saliency.impls.gen_image_classifier_blackbox_sal.occlusion_based)
(class in xaitk_saliency.impls.gen_image_similarity_blackbox_sal.occlusion_based)
(class in xaitk_saliency.impls.gen_object_detector_blackbox_sal.occlusion_based)
PerturbImage (class in xaitk_saliency.interfaces.perturb_image)
R
RandomGrid (class in xaitk_saliency.impls.perturb_image.random_grid)
RandomGridStack (class in xaitk_saliency.impls.gen_object_detector_blackbox_sal.drise)
RISEGrid (class in xaitk_saliency.impls.perturb_image.rise)
RISEScoring (class in xaitk_saliency.impls.gen_classifier_conf_sal.rise_scoring)
RISEStack (class in xaitk_saliency.impls.gen_image_classifier_blackbox_sal.rise)
S
SBSMStack (class in xaitk_saliency.impls.gen_image_similarity_blackbox_sal.sbsm)
SimilarityScoring (class in xaitk_saliency.impls.gen_descriptor_sim_sal.similarity_scoring)
SlidingRadial (class in xaitk_saliency.impls.perturb_image.sliding_radial)
SlidingWindow (class in xaitk_saliency.impls.perturb_image.sliding_window)
SlidingWindowStack (class in xaitk_saliency.impls.gen_image_classifier_blackbox_sal.slidingwindow)
SquaredDifferenceScoring (class in xaitk_saliency.impls.gen_classifier_conf_sal.squared_difference_scoring)
X
xaitk_saliency.impls.gen_classifier_conf_sal.mc_rise_scoring
module
xaitk_saliency.impls.gen_classifier_conf_sal.occlusion_scoring
module
xaitk_saliency.impls.gen_classifier_conf_sal.rise_scoring
module
xaitk_saliency.impls.gen_classifier_conf_sal.squared_difference_scoring
module
xaitk_saliency.impls.gen_descriptor_sim_sal.similarity_scoring
module
xaitk_saliency.impls.gen_detector_prop_sal.drise_scoring
module
xaitk_saliency.impls.gen_image_classifier_blackbox_sal.mc_rise
module
xaitk_saliency.impls.gen_image_classifier_blackbox_sal.occlusion_based
module
xaitk_saliency.impls.gen_image_classifier_blackbox_sal.rise
module
xaitk_saliency.impls.gen_image_classifier_blackbox_sal.slidingwindow
module
xaitk_saliency.impls.gen_image_similarity_blackbox_sal.occlusion_based
module
xaitk_saliency.impls.gen_image_similarity_blackbox_sal.sbsm
module
xaitk_saliency.impls.gen_object_detector_blackbox_sal.drise
module
xaitk_saliency.impls.gen_object_detector_blackbox_sal.occlusion_based
module
xaitk_saliency.impls.perturb_image.mc_rise
module
xaitk_saliency.impls.perturb_image.random_grid
module
xaitk_saliency.impls.perturb_image.rise
module
xaitk_saliency.impls.perturb_image.sliding_radial
module
xaitk_saliency.impls.perturb_image.sliding_window
module