{"repo":"Arm-Examples/ML-examples","free":true,"listed":false,"github":"https://github.com/Arm-Examples/ML-examples","clone":"git clone https://github.com/Arm-Examples/ML-examples.git","description":"Arm Machine Learning tutorials and examples","language":"Python","stars":490,"topics":["arm","machine-learning","python","deep-learning","deep-neural-networks","neural-network","ml","raspberry-pi","raspberry-pi-3"],"license":"Apache-2.0","category":"machine-learning","readme_excerpt":"ML Examples Machine learning examples covering a number of Arm® technologies, in particular the Arm® Ethos™ NPU, Arm® Cortex®-based platforms, the Arm® Corstone™ reference platforms, and Arm® KleidiAI™. Source code for machine learning tutorials and examples, see also Arm's AI/ML developer space. Projects and tutorials Ethos-U NPU on Corstone-300 Explore the Corstone-300 with Cortex-M55 and Ethos-U55 NPU. Source code on GitHub Ethos-U NPU direct drive on Corstone-1000 Home for direct-drive ML examples targeting the Arm® Corstone™-1000 reference platform with Arm® Cortex®-A320 and Arm® Ethos™-U85 on the FVP. Source code on GitHub KleidiAI examples Examples showing ways to use the KleidiAI library Source code on GitHub Pruning and clustering in Ethos-U An example of model compression techniques to significantly reduce bits per weight when using the Ethos family of NPUs. Source code on GitHub PyTorch™ / ExecuTorch™ example of training Conformer Training the transformer based network Conformer for speech recognition and exporting to Ethos-U using ExecuTorch. Source code on GitHub RNN unrolling for .tflite format Deploy a Jupyter notebook that will demonstrate how to train a Recurrent Neural Network (RNN) in TensorFlow™, and then prepare it for exporting to TensorFlow Lite format by unrolling it. Source code on GitHub","default_branch":null,"files":null,"tree":[],"storefront":"/r/Arm-Examples","claimed":false,"request_supported":{"post":"https://gitbuyer.com/r/Arm-Examples/ML-examples/request-supported","requests":0},"note":"indexed from public GitHub; nothing is for sale on this page. Clone it from GitHub. Paid listings live at /search."}