kennethleungty/Neural-Network-Architecture-Diagrams resource

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1173 stars · 528 forks observed · 2026-08-28

What it is AI-extracted, prompt v1, taxonomy v1, 2026-08-30, confidence not recorded

A curated collection of neural network architecture diagrams (CNNs, RNNs, autoencoders, U-Net, YOLO, etc.) created with the no-code diagrams.net tool, with editable source files. It accompanies a Towards Data Science tutorial on drawing architecture diagrams yourself.

Use cases

• draw neural network architecture diagrams
• visualize CNN model architecture
• create diagrams for deep learning models
• find editable diagram templates for neural networks
• explain model architecture to non-technical audiences
• learn to use diagrams.net for ML diagrams

When to choose

• you want ready-made, editable diagram templates for common architectures like VGG-16, U-Net, or YOLO
• you prefer a no-code drag-and-drop approach over code-generated diagrams
• you need visuals for papers, presentations, or blog posts about model architectures

When to avoid

• you want to auto-generate diagrams programmatically from model code (e.g., from Keras or PyTorch)
• you need a library or CLI tool rather than a gallery of example files
• you need diagrams for architectures not covered by the existing examples

Facets

learning-resource · maturity stable

data-visualization developer-tools deep-learning machine-learning artificial-intelligence tutorials data-visualization cross-platform diagrams drawio neural-network-diagrams no-code model-architecture examples-gallery web-server

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