Computer Vision News - January 2022

23 Drawing Neural Networks Wrap-up In this article, we described some of the most common and efficient tools for creating a diagram for a CNN architecture. We are also aware of many other pieces of software out there which could be interesting and better suited for different users. The following list includes some of them. Netron : Takes a model stored in .h5 format and visualizes all layers and parameters. Conx : Python package that creates dynamic, rendered visualizations with the function net. picture(). Netscope : an everyday tool for Caffe models. Graphcore : a software for unique visualisation of CNNs, which is related to the natural meaning of AI. The architecture is in fact described through biological cells, neurons, synapses and so on. Though the need for such graphs might be far less, the images themselves are amazing. Have a look below at the Graphcore representation of ResNet50. We are thankful to the reader who inspired this article, creating the opportunity to explore a handy topic, and as always, we welcome any feedback and suggestion for the future.