Filter visualisation

[syedrafee]

Hi is there any function to visualise the filters for each layer in a 1D-CNN?

[oguiza]

No, there isn't.
There's functionality useful to extract all layers with weights from a model:

from tsai.models.utils import *
layers_w_weight = get_layers(learn.model, has_weight)

But then each Conv1d for example has a 3D kernel. You'll need to define a process to visualize those weights.