NXP eIQ™ Machine Learning Software Development Environment for i.MX Applications Processors User ManuaL
■The NXP eIQ machine learning software development environment provides a set of libraries and development tools for machine learning applications targeted at NXP MCUs and application processors. The NXP eIQ software is concerned only with neural networks inference and standard machine-learning algorithms, leaving neural network training to other specialized software tools and dedicated hardware. The NXP eIQ is continuously expanding to include data-acquisition and curation tools and model conversion for a wide range of NN frameworks and inference engines, such as TensorFlow, TensorFlow Lite, Arm® NN, and Arm Compute Library.
■The current version of NXP eIQ software of i.MX processors delivers advanced and highly optimized machine learning enablement by providing ML support in Linux OS BSPs for the i.MX 8 family of devices. The NXP eIQ software contains these main Yocto recipes:
▲OpenCV 4.0.1
▲Arm Compute Library 19.02
▲Arm NN 19.02
▲ONNX runtime 0.3.0
▲TensorFlow 1.12
▲TensorFlow Lite 1.12
■For more details about the i.MX 8 family of application processors, see the fact sheet . For up-to-date information about NXP machine learning solutions, see the official NXP web page for machine learning and artificial intelligence.
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User's Guide |
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Please see the document for details |
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English Chinese Chinese and English Japanese |
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05/2020 |
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Rev. 4 |
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UM11226 |
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3.5 MB |
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