[P] A library for visualizing (CNN) architectures and receptive field analysis

Hi!

In my PhD, I studied the design of neural architectures and how to design them without tremendous amounts of trial and error.This lib is my most significant insight compiled into a lightweight package.Simply speaking, I figured out how to predict useless / unproductive layers in CNN architectures.

This library allows you to easily visualize neural architectures from PyTorch, with unproductive layers highlighted within in the topology. This makes it possible for you to spot inefficiencies within your CNN architecture …

analysis library machinelearning