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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++ 725 172

  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++ 148 75

  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 80 71

  6. nnstreamer-edge nnstreamer-edge Public

    Remote source nodes for NNStreamer pipelines without GStreamer dependencies

    C 16 17

Repositories

Showing 10 of 24 repositories
  • nnstreamer.github.io Public
    nnstreamer/nnstreamer.github.io’s past year of commit activity
    HTML 1 1 0 0 Updated Dec 30, 2024
  • nntrainer Public

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

    nnstreamer/nntrainer’s past year of commit activity
    C++ 148 Apache-2.0 75 97 (5 issues need help) 49 Updated Dec 26, 2024
  • meta-neural-network Public

    Neural Network Support for Yocto / OpenEmbedded

    nnstreamer/meta-neural-network’s past year of commit activity
    BitBake 19 Apache-2.0 18 4 2 Updated Dec 24, 2024
  • nnstreamer-edge Public

    Remote source nodes for NNStreamer pipelines without GStreamer dependencies

    nnstreamer/nnstreamer-edge’s past year of commit activity
    C 16 Apache-2.0 17 0 2 Updated Dec 20, 2024
  • nnstreamer Public

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

    nnstreamer/nnstreamer’s past year of commit activity
    C++ 725 LGPL-2.1 172 77 (3 issues need help) 13 Updated Dec 20, 2024
  • 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/

    nnstreamer/api’s past year of commit activity
    C 23 Apache-2.0 25 6 3 Updated Dec 20, 2024
  • nnstreamer-android Public

    A comprehensive Android application package (APK) solution for on-device MLOps

    nnstreamer/nnstreamer-android’s past year of commit activity
    Kotlin 1 Apache-2.0 3 1 0 Updated Dec 20, 2024
  • nnstreamer-android-resource Public

    NNStreamer Android Studio Support Resource Files

    nnstreamer/nnstreamer-android-resource’s past year of commit activity
    Java 8 13 0 0 Updated Dec 19, 2024
  • nnstreamer-example Public

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

    nnstreamer/nnstreamer-example’s past year of commit activity
    C 80 LGPL-2.1 71 11 (1 issue needs help) 1 Updated Dec 3, 2024
  • deviceMLOps.MLAgent Public

    TBD: deviceMLOps.service or deviceMLOps.MLAgent.

    nnstreamer/deviceMLOps.MLAgent’s past year of commit activity
    C++ 4 Apache-2.0 7 1 1 Updated Nov 12, 2024
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