Image Experiments (qualitative): KernelSHAP

[elboyran]

For the range of KernelSHAP method parameters defined in issue #174

Use 2 dianna dashboard instances to compare pairs of 'neighboring' test images (as created in issue dianna-ai/dianna#470) and their KernelSHAP 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 dianna-ai/dianna#446 and #187.

[elboyran]

Blocked by dianna-ai/dianna#470, #174 and dianna-ai/dianna#456