Image Experiments (qualitative): LIME

[elboyran]

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 dianna-ai/dianna#470) 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 dianna-ai/dianna#446 and #187.

[elboyran]

Blocked by dianna-ai/dianna#470, #173 and dianna-ai/dianna#456