The output uses the specified colormaps and you could change it to e.g. grayscale, if you don’t want to use them in their current setup.
I don’t know, how weights were created, but assuming it’s a tensor containing the filters, where each has 3 input channels, I would split this tensor into the R, G, and B parts, and visualize them separately.