More activations

Hi, 

It would be nice to include more activations as post-processing than the current sigmoid. Also, I think that these activations should be done per output channel somehow, as is some cases, such as in some instance segmentation bottom-up approaches, you may want to apply different activations to each channel.

Thank you so much for your work!