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@nnstreamer

NNStreamer

🔀 Neural Network (NN) Streamer, Stream Processing Paradigm for Neural Network Apps/Devices.
README.md

NNStreamer is a Linux Foundation AI & Data project.

NNStreamer allows gstreamer pipelines to include neural networks as filters for arbitrary ML applications.

There are a few spin-off projects:

NNTrainer is an on-device AI training framework for AI personalization without data privacy worries.

ML API is a set of API for NNStreamer and NNTrainer for Tizen and other Linux distros.

ML-Service-API allows to register and access modularized AI services locally and remotely.

This allows separating code repos or developer organizations of AI services and their applications.

This also allows writing among-device AI systems including Home Edge AI systems with Matter / SmartThings much easier.

TAOS-CI

AITT

NNStreamer-Edge

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  1. nnstreamer nnstreamer Public

    🔀 Neural Network (NN) Streamer, Stream Processing Paradigm for Neural Network Apps/Devices.

    C++ 719 174

  2. TAOS-CI TAOS-CI Public

    🍊 TAOS-CI (a.k.a LightSys) is an lightweight and efficient CI system to achieve "Review less, merge faster" with a tool-based review system. It is completely compatible with all GitHub repositories…

    Shell 118 89

  3. nntrainer nntrainer Public

    NNtrainer is Software Framework for Training Neural Network Models on Devices.

    C++ 149 74

  4. api api Public

    Machine Learning API (Origin: C++: SNAP, C/C#: Tizen API, Java: Samsung-Research ML API). For Web/JS, https://git.tizen.org/cgit/platform/core/api/webapi-plugins/

    C 23 25

  5. nnstreamer-example nnstreamer-example Public

    Example applications of nnstreamer. Note that we have to enable the 'apptest" CI module in the near future.

    C 79 71

  6. nnstreamer-edge nnstreamer-edge Public

    Remote source nodes for NNStreamer pipelines without GStreamer dependencies

    C 16 17

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