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From TensorFlow / TFLite

Deploy a TensorFlow or TFLite model with the AI Manager.

About TensorFlow

TensorFlow logo

TensorFlow is a free and open-source software library for machine learning and artificial intelligence. It can be used across a range of tasks but has a particular focus on training and inference of deep neural networks. TensorFlow was developed by the Google Brain team for internal Google use in research and production.

TensorFlow can be used in a wide variety of programming languages, including Python, JavaScript, C++, and Java. This flexibility lends itself to a range of applications in many different sectors.

Model Deployment from TFLite

Upload a TFLite model directly; the cloud exports the model to ONNX automatically.

Model Deployment from TensorFlow

Exporting from TensorFlow to ONNX is also possible using the tf2onnx tools, as illustrated in these examples: here and here.

After obtaining a valid ONNX file, upload it to the AI Manager Cloud for deployment.

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