How to draw Deep learning network architecture diagrams?

Question

How to draw Deep learning network architecture diagrams?

Muhammad Ali

2020年5月12日 19:03

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

Topic software-recommendation deep-learning neural-network svm machine-learning

Category Data Science

oussama aatiq · Accepted Answer · 2020年5月12日 19:03

1

oussama aatiq answered at 2020年5月12日 19:03

Netron viewer is the best tool to draw your model architecture

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

kongkip · Accepted Answer · 2019年7月29日 08:28

1

kongkip answered at 2019年7月29日 08:28

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

Joseph · Accepted Answer · 2019年6月6日 12:54

1

Joseph answered at 2019年6月6日 12:54

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 -> :)

Haris Iqbal · Accepted Answer · 2018年10月25日 17:16

1

Haris Iqbal answered at 2018年10月25日 17:16

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:

Pablo Rivas · Accepted Answer · 2018年8月11日 19:05

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

LeNet style

and the good old Fully Connected style

Franck Dernoncourt · Accepted Answer · 2017年12月29日 23:52

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

How to draw Deep learning network architecture diagrams?

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