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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Feature Pyramid Network

Credits to Serge Bishyr 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)