Update default overlap value in occlusion_sensitivity to 0.6 #8446
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Fixes # .
Description
The current default overlap (0.25) in OcclusionSensitivity produces severe grid artifacts that render visualizations unusable in most cases(#8428,the 3d_classification/densenet_training_array.ipynb were created with the previous implementation(0.7.0) using stride=1 but not sliding_window).The current default prioritizes performance at the expense of basic functionality. Since a visualization tool with unusable default output fails its primary purpose, changing the default is more appropriate than requiring users to modify tutorials or discover the correct parameter values.




refernce in tutorials(v.0.7.0):
0.25 overleap (v.1.4):
0.6 overleap:
0.9 overleap:
I think a setting of 0.99 is closer to the paper and the previous implementation of stride=1, but a setting of 0.6 would be able to have a nice visual effect with a relatively small amount of computation
I couldn't find a machine that could run version 0.7, so the reference images are the ones that came with the notes rather than the ones I ran, so the heatmaps may not look the same
Types of changes
./runtests.sh -f -u --net --coverage
../runtests.sh --quick --unittests --disttests
.make html
command in thedocs/
folder.