TensorFlow is an open source software library for high performance numerical computation primarily used in machine learning. Its flexible architecture allows easy deployment of computation across a variety of types of platforms (CPUs, GPUs, TPUs), and a range of systems from single desktops to clusters of servers to mobile and edge devices. (https://www.tensorflow.org/) The build system of TensorFlow is Bazel (https://bazel.build/). This layer integrates TensorFlow to OE/Yocto platform - Integrate Google's bazel to Yocto - Add Yocto toolchain for bazel to support cross compiling. - Replace python package system(pip/wheel) with Yocto package system(rpm/deb/ipk).
1. Based on Yocto
Yocto layer dependencies
URI: git://github.com/openembedded/openembedded-core.git branch: master revision: HEAD URI: git://github.com/openembedded/bitbake.git branch: master revision: HEAD URI: git://github.com/openembedded/meta-openembedded.git layers: meta-python, meta-oe branch: master revision: HEAD
2. Based on Wind River Linux
Wind River Linux (CI/CD branch)
Demo 1. Facial recognition
1.1 Based on Yocto
1.2 Based on Wind River Linux
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TensorFlow, the TensorFlow logo and any related marks are trademarks of Google Inc.