kennethleungty / neural-network-architecture-diagrams

Diagrams for visualizing neural network architecture (Created with diagrams.net)

Neural Network Architecture Diagrams

Using diagrams.net (aka draw.io) to generate diagrams to better visualize neural network model architecture

Link to TowardsDataScience article: https://towardsdatascience.com/how-to-easily-draw-neural-network-architecture-diagrams-a6b6138ed875

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Diagram Examples

YOLO v1

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VGG-16

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Autoencoder

Credits to GabrielLima1995 for the Autoencoder submission

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Deep Convolutional Network (DCN)

Credits to Mohammed Lubbad for the DCN submission

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Recurrent Neural Network(RNN)

Credits to Mohammed Lubbad for the RNN submission

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Auto Encoder (AE)

Credits to Mohammed Lubbad for the AE submission

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Deep Belief Network (DBN)

Credits to Mohammed Lubbad for the DBN submission

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Restricted BM (RBMs)

Credits to Mohammed Lubbad for the RBM submission

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ConvLSTM2D for Action Recognition

Credits to Faiga Alawad for the submission

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U-Net

Credits to Luca Marini for the submission

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1D Complex-Valued Neural Network (CVNN)

Credits to Moh Kashani for the submission

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Contributing

• Have you built certain architecture diagrams with diagrams.net which you would like to share with everyone? You're welcome to contribute with a pull request! (Credits will given to you)

neural-network-architecture-diagrams's Issues

Could not open vgg16_xml.drawio file

It seems that the vgg16_xml.drawio as well as the yolo_v1_xml.drawio file could not be loaded by the https://app.diagrams.net/. When I want to load these two files, I get this message Not a diagram file (error on line 16 at column 76: Specification mandates value for attribute crossorigin). But when I load the file I created, it works well.