# What tools can visualize neural network architectures?

Source: https://zilliz.com/ai-faq/what-tools-can-visualize-neural-network-architectures
Author: zilliz

Several tools can help visualize neural network architectures, making it easier for developers and researchers to understand and debug their models. Some popular tools include TensorBoard, Netron, and Keras-Visualizer. 

TensorBoard, which is integrated with TensorFlow, provides a suite of visualizations to track training metrics, display model graphs, and monitor performance over time. Netron is a lightweight, web-based tool that can visualize pre-trained models and model architectures in a simple, interactive way. Keras-Visualizer is a tool specifically designed to visualize Keras models and their layers. 

These tools are essential for debugging, understanding, and improving neural network architectures, especially when dealing with large and complex models.