How to draw Deep learning network architecture diagrams?

Question

I have built my model. Now I want to draw the network architecture diagram for my research paper. Example is shown below:

Answer 1

I recently found this online tool that produces publication-ready NN-architecture schematics. It is called NN-SVG and made by Alex Lenail.

You can easily export these to use in, say, LaTeX for example.

Here are a few examples:

AlexNet style

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LeNet style

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and the good old Fully Connected style

Answer 2

I wrote some latex code to draw Deep networks for one of my reports. You can find it here: https://github.com/HarisIqbal88/PlotNeuralNet

With this, you can draw networks like these:

Answer 3

• For automated drawing, see How do you visualize neural network architectures?, https://softwarerecs.stackexchange.com/q/28169/903 and https://softwarerecs.stackexchange.com/q/47841/903
• For manual drawing, see https://redd.it/574usi

Answer 4

Netron viewer is the best tool to draw your model architecture

I suppose you have a pretrained model stored in .h5 file.

Answer 5

I drew this with draw.io, you can also choose other structures of the drawing e.g circles.

Answer 6

We can use Powerpoint to get the job done.

Draw the diagram (3D rectangles and perspectives come handy) -> select the interested area on the slide -> right-click -> Save as picture -> change filetype to PDF -> :)

Answer 7

I've been working on a python project for drawing various network architectures here: PyDrawNet