Export Deep Neural Networks

Export networks to external deep learning platforms

Export Deep Learning Toolbox™ neural networks to TensorFlow™ 2 and the ONNX™ model format. For more information, see Pretrained Deep Neural Networks and Interoperability Between Deep Learning Toolbox, TensorFlow, PyTorch, and ONNX.

You must have support packages to run the export functions in Deep Learning Toolbox. If the support package is not installed, each function provides a download link to the corresponding support package in the Add-On Explorer. A recommended practice is to download the support package to the default location for the version of MATLAB^® you are running. You can also directly download the support packages from the following links.

The exportONNXNetwork function requires Deep Learning Toolbox Converter for ONNX Model Format. To download the support package, go to https://www.mathworks.com/matlabcentral/fileexchange/67296-deep-learning-toolbox-converter-for-onnx-model-format.
The exportNetworkToTensorFlow function requires Deep Learning Toolbox Converter for TensorFlow Models. To download the support package, go to https://www.mathworks.com/matlabcentral/fileexchange/64649-deep-learning-toolbox-converter-for-tensorflow-models.

Diagram showing the interoperability between Deep Learning Toolbox, TensorFlow, ONNX, and PyTorch.

Functions

`exportNetworkToTensorFlow`	Export Deep Learning Toolbox network to TensorFlow (Since R2022b)
`exportONNXNetwork`	Export network to ONNX model format

Topics

Interoperability Between Deep Learning Toolbox, TensorFlow, PyTorch, and ONNX
Learn how to import networks from TensorFlow, PyTorch^®, and ONNX and use the imported networks for common Deep Learning Toolbox workflows. Learn how to export networks to TensorFlow and ONNX.
Pretrained Deep Neural Networks
Learn how to download and use pretrained convolutional neural networks for classification, transfer learning and feature extraction.

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