feature visualization: add preprocess parameter to handle various input range
fel-thomas opened this issue · 0 comments
fel-thomas commented
Each model has its own input range, actually we only handle [0, 1]
: the output of the sigmoid or clip.
We could investigate what solution should be adopted:
- rescale after the current procedure:
x = x * (x_max - x_min) - x_min
- allow the user to pass a predefined function
- manipulate in
[0, 255]
then use the appropriate preprocess at the end