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NN-SVG: Neural Network Architecture Visualization Tool
NN-SVG is a tool for creating publication-ready SVG visualizations of neural network architectures directly in your browser. Easily design and export complex network diagrams for papers, presentations, and documentation.
JavaScript
Added on 2025年6月12日5,533
Stars739
ForksJavaScript
LanguageProject Introduction
Summary
NN-SVG is an open-source web tool designed to streamline the process of generating professional and accurate diagrams of neural network architectures in SVG format. It provides a visual interface to define layers and connections, producing high-quality vector output suitable for academic papers, technical blogs, and presentations.
Problem Solved
Creating clear and accurate diagrams of neural network architectures manually is often tedious and time-consuming, especially for complex models. NN-SVG automates this process, allowing researchers, students, and developers to quickly visualize their network designs.
Core Features
SVG Output
Generate Scalable Vector Graphics (SVG) output, perfect for high-resolution diagrams in publications and online.
Browser-Based Editor
A user-friendly web interface allows intuitive building of network layers and connections.
Customizable Layers
Supports various common layer types (dense, convolutional, pooling, etc.) with customizable parameters.
Tech Stack
JavaScript
HTML5
CSS
SVG
Use Cases
NN-SVG is ideal for scenarios requiring clear, high-quality visualizations of neural network designs.
Scenario 1: Academic Publications
Details
Creating diagrams to include in academic research papers or conference publications to illustrate model architecture.
User Value
Provides publication-ready, high-resolution vector graphics that meet formatting requirements.
Scenario 2: Educational Materials
Details
Generating visuals for educational materials, such as course slides, textbooks, or online tutorials explaining different network types.
User Value
Simplifies complex architectures into understandable diagrams for students and learners.
Scenario 3: Project Documentation
Details
Documenting the architecture of a deployed model or a model being developed for internal documentation or presentations to stakeholders.
User Value
Ensures consistent and accurate representation of models across documentation and team communication.
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