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Image Experiments (qualitative): LIME #181

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elboyran opened this issue Feb 21, 2023 · 1 comment
Open
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Image Experiments (qualitative): LIME #181

elboyran opened this issue Feb 21, 2023 · 1 comment
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@elboyran
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elboyran commented Feb 21, 2023 •
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For the range of LIME method parameters defined in issue #173

Use 2 dianna dashboard instances to compare pairs of 'neighboring' test images (as created in issue #198) and their LIME relevance maps .

Evaluate the pixel-level relevance score relative change (spatial and amplitude-wise) for:

  • Circles. The 'neighbouring' images are defined as ones with close shape parameters (one variable, 2- fixed):

  • size and

  • gray-scale contrast

  • Triangles. The 'neighbouring' images are defined as ones with close shape parameters (one variable, 2- fixed):

  • size

  • rotation angle and

  • gray-scale contrast

Stems from #200 and #187.
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elboyran commented Feb 21, 2023 •
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Blocked by #198, #173 and dianna-ai/dianna#456

@elboyran elboyran mentioned this issue Jun 8, 2023
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@elboyran elboyran transferred this issue from dianna-ai/dianna Jun 8, 2023
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