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XAI for Computer Vision
What I will learn?
- Note: course is still under development. If you purchase it now, you will get all the benefits in the future.
Course Curriculum
Introduction
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The importance of XAI in CV (coming soon)
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Taxonomy of XAI methods (coming soon)
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What makes a good interpretability method (coming soon)
00:00
Permutation-based
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Permutation channel importance (coming soon)
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Occlusion for localization (coming soon)
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Deep SHAP vs Gradient SHAP (coming soon)
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SHAP for classification (coming soon)
00:00
Gradient-based methods
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Grad-CAM (coming soon)
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DeepLift (coming soon)
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Integrated Gradients (coming soon)
00:00
Interpretability by Construction
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Class Activation Maps (CAM) (coming soon)
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Deconvolution (coming soon)
00:00
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$49.00
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LevelIntermediate
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Last UpdatedOctober 28, 2024
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