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Co-authored-by: Vasilis Vryniotis <datumbox@users.noreply.github.com>

Co-authored-by: vfdev <vfdev.5@gmail.com>

At the moment in the ASPP-Layer the number of output channels are predefined as a constant,
which is good for DeepLab but not necessairly in other projects, where another out-channel Nr. is required.

Also the number of "atrous rates" is fixed to three, which also could be sometimes more or less depending on the notwork-arch.
Again these fixed values may make sense in DeepLab-Model but not necessarily in other type of models.

This pull-req. contains the needed changes to make ASPP-Layer generic.

* script_fcn_resnet

* Make old models load

* DeepLabV3 also got torchscript-ready

This PR uses a protected method for loading and initializing the segmentation models. Relevant #875

Also adds documentation for the segmentation models

* Move segmentation models to its own folder

* Add missing files