TensorSpace provides Layer APIs to build deep learning layers, load pre-trained models, and generate a 3D visualization in the browser. By applying TensorSpace API, it is more intuitive to visualize and understand any pre-trained models built by TensorFlow, Keras, TensorFlow.js, etc.

PlotNeuralNet is a Python package for generating high-quality neural network architecture diagrams using predefined or custom layer templates, seamlessly integrating Python and LaTeX. It includes pre-built resources for popular architectures like AlexNet and FCN, making it ideal for research papers and presentations. - kgruiz/PlotNeuralNet

The Python package conx can visualize networks with activations with the function net.picture() to produce SVG, PNG, or PIL Images like this: Conx is built on Keras, and can read in Keras' models. The colormap at each bank can be changed, and it can show all bank types.

Aug 23, 2021 · Instead of explaining the model in words, diagram visualizations are way more effective in presenting and describing a neural network’s architecture. We have probably written enough code for the rest of the year, so let’s take a look at a simple no-code tool for drawing custom architecture diagrams – diagrams.net (formerly known as draw.io).

Mar 1, 2019 · I followed the tutorial to create visually graphical representation of CNN model using this: https://keras.io/visualization/ My code at the moment is as follows: When I use the aforementioned code I am able to create a graphical representation (using Graphviz) of ResNet50 and save it in 'model.png'.

Apr 30, 2024 · Machine learning architecture is the structure and organisation of the many components and processes that are part of a machine learning system. It defines how you process data, train and evaluate ML models, and generate predictions. An architecture is basically a model for creating an ML system.

Oct 29, 2022 · A Python module named ANN Visualizer makes it possible to visualize an artificial neural network with a few lines of code (Gheorghiu, 2022). It uses Keras and Python’s Graphviz module to produce...

Aug 21, 2023 · In this blog post, we’ll take you through a step-by-step guide to creating your own model architecture, helping you understand the key decisions, considerations, and best practices involved. 1....

May 22, 2021 · To learn how to visualize network architectures using Keras and TensorFlow, just keep reading. Looking for the source code to this post? Visualizing the architecture of a model is a critical debugging tool, especially if you are: Implementing an architecture in a publication, but are unfamiliar with it.

Feb 3, 2025 · Azure Architecture Center provides example architectures, architecture guides, architectural baselines, and ideas that you can apply to your scenario. Workloads that involve AI and machine learning components should follow the Azure Well-Architected Framework AI workloads guidance.