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

Diagram Examples

YOLO v1

VGG-16

Autoencoder

Credits to GabrielLima1995 for the Autoencoder submission

Deep Convolutional Network (DCN)

Credits to Mohammed Lubbad for the DCN submission

Recurrent Neural Network(RNN)

Credits to Mohammed Lubbad for the RNN submission

Auto Encoder (AE)

Credits to Mohammed Lubbad for the AE submission

Deep Belief Network (DBN)

Credits to Mohammed Lubbad for the DBN submission

Restricted BM (RBMs)

Credits to Mohammed Lubbad for the RBM submission

ConvLSTM2D for Action Recognition

Credits to Faiga Alawad for the submission

U-Net

Credits to Luca Marini for the submission

1D Complex-Valued Neural Network (CVNN)

Credits to Moh Kashani for the submission

Feature Pyramid Network

Credits to Serge Bishyr for the submission

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)