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2010-12-26

netron logo

netron

Not rated yet

33.3K GitHub stars

Type:

Tool

Platforms:

Github

Task:

Fine-tune AI modelsWrite contentStudy and learn

Best for:

MarketingIT & Development
Visit websiteView on GitHub

Pricing


Pricing information has not been added yet.

Overview

Netron is an open-source viewer for neural-network, deep-learning, and machine-learning model files. It provides a visual way to inspect model graphs, operators, tensor shapes, parameters, and metadata without needing to load the model into the original training framework.

The application supports many widely used formats, including ONNX, TensorFlow Lite, PyTorch, TorchScript, torch.export, ExecuTorch, TensorFlow, Core ML, OpenVINO, Keras, Caffe, Darknet, Safetensors, and NumPy, with experimental support for additional ecosystems such as MLIR, JAX, GGUF, PaddlePaddle, and scikit-learn. Netron can be used in a browser, installed as a desktop application, or launched from Python.

Netron is useful to machine-learning engineers, researchers, model-conversion developers, and anyone debugging or validating model artifacts. It is especially convenient when comparing exported models, checking layer connectivity, investigating unexpected tensor dimensions, or understanding an unfamiliar network architecture without writing custom visualization code for each framework.

README

Netron is a viewer for neural network, deep learning and machine learning models.

Netron supports ONNX, TensorFlow Lite, PyTorch, torch.export, ExecuTorch, TorchScript, TensorFlow, Core ML, OpenVINO, Keras, Caffe, Darknet, Safetensors and NumPy.

Netron has experimental support for MLIR, JAX, GGUF, RKNN, ncnn, MNN, PaddlePaddle and scikit-learn.

Install

Browser: Start the browser version.

macOS: Download the .dmg file or run brew install --cask netron.

Linux: Download the .deb or .rpm file.

Windows: Download the .exe installer or run winget install -s winget netron.

Python: pip install netron, then run netron [FILE] or netron.start('[FILE]').

Models

Sample model files to download or open using the browser version:

  • ONNX: squeezenet [open]

  • TorchScript: traced_online_pred_layer [open]

  • TensorFlow Lite: yamnet [open]

  • TensorFlow: chessbot [open]

  • Keras: mobilenet [open]

  • MLIR: edge_detection [open]

  • Core ML: exermote [open]

  • Darknet: yolo [open]

Releases

Release information has not been added yet.

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