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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++ 724 171

  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 77

  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

Repositories

Showing 10 of 26 repositories
  • nntrainer Public

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

    nnstreamer/nntrainer’s past year of commit activity
    C++ 149 Apache-2.0 77 98 (5 issues need help) 55 Updated Jan 15, 2025
  • hal-backend-ml Public
    nnstreamer/hal-backend-ml’s past year of commit activity
    C++ 0 Apache-2.0 2 0 0 Updated Jan 15, 2025
  • hal-api-ml Public
    nnstreamer/hal-api-ml’s past year of commit activity
    C 0 Apache-2.0 2 0 0 Updated Jan 15, 2025
  • deviceMLOps.MLAgent Public

    TBD: deviceMLOps.service or deviceMLOps.MLAgent.

    nnstreamer/deviceMLOps.MLAgent’s past year of commit activity
    C++ 4 Apache-2.0 8 1 1 Updated Jan 15, 2025
  • nnstreamer Public

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

    nnstreamer/nnstreamer’s past year of commit activity
    C++ 724 LGPL-2.1 171 78 (3 issues need help) 13 Updated Jan 15, 2025
  • nnstreamer.github.io Public
    nnstreamer/nnstreamer.github.io’s past year of commit activity
    HTML 1 1 0 0 Updated Jan 14, 2025
  • nnstreamer-android-resource Public

    NNStreamer Android Studio Support Resource Files

    nnstreamer/nnstreamer-android-resource’s past year of commit activity
    Java 8 14 0 0 Updated Jan 14, 2025
  • 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 5 Updated Jan 14, 2025
  • 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 3 Updated Jan 13, 2025
  • 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
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