Date: Thu, 28 Mar 2024 09:22:14 +0000 (UTC)
Message-ID: <1599816768.9003.1711617734964@aws-us-west-2-dlf-confluence-1.web.codeaurora.org>
Subject: Exported From Confluence
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History
TAG LINE
NNStreamer: =
;Efficient and flexible stream pipeline framework for complex neural networ=
k applications
About
NNStreamer, a Linux Foundation AI Foundation open source project, is an =
efficient and flexible stream pipeline framework for complex neural network=
applications, which was developed and open-sourced by Samsung.
NNStreamer provides a set of GStreamer plugins so that =
developers may apply neural networks, attach related frameworks (including =
R=
OS, IIO, FlatBuffers, and Protocol Buffers), and m=
anipulate tensor data streams in GStreamer pipelines easily and execute suc=
h pipelines efficiently. It has already been adopted by various Android and=
Tizen devices in Samsung, which implies that it is reliable and robust eno=
ugh for commercial products.
It supports well-known neural network frameworks including Tensorflow, T=
ensorflow-lite, Caffe2, PyTorch, OpenVINO, ARMNN, and NEURUN. Users may inc=
lude custom C functions, C++ objects, or Python objects as well as such fra=
meworks as neural network filters of a pipeline in run-time. Users may add =
and integrate supports for such frameworks or hardware AI accelerators in r=
un-time, which may exist as independent plugin binaries.
NNStreamer's official binary releases include supports for Tizen, Ubuntu=
, Android, macOS, and Yocto/OpenEmbedded; however, as long as the target sy=
stem supports Gstreamer, it should be compatible with NNStreamer as well. W=
e provide APIs in C, Java, and .NET in case GStreamer APIs are overkill. NN=
Streamer APIs are the standard Machine Learning APIs of Tizen and various S=
amsung products as well.
Open Source
Open Source
NNStreamer was open-sourced in 2018 on GitHub, It=
is actively developed since then and has a few sub projects. NNStreamer ha=
s joined LF AI Foundation in April 2020.
We invite you to visit the GitHub where NNStreamer and its s=
ub projects are developed. Please join our community as a user and contribu=
tor. Your contribution is always welcomed!
Get Started
Ubuntu (16.04/18.04)
- sudo add-apt-repository ppa:nnstreamer/ppa
- sudo apt-get update
- sudo apt-get install nnstreamer nnstreamer-caffe2 nnstreamer-tensorflow=
nnstreamer-tensorflow-lite
Now, you are ready to use nnstreamer as GStreamer plugins!
Tizen 5.5 or higher
Use Machine-Learning Inference APIs (Native / .NET) to use NNStreamer in TIzen applic=
ations.
Android
Use JCenter repository=
to use NNStreamer in Android Studio.
Yocto
OpenEmbedded's meta-neural-network layer has NNStreamer included.
MacOS
McOS users may install NNStreamer via Brew taps or build NNStreamer for their=
own systems.
Other
In general, you may build NNStreamer in any GStreamer-compatible systems.
Usage Examples
Applications of these screenshots require very short lines of code (clic=
k screenshots to look at) and run efficiently in inexpensive embedded devic=
es. They can even be implemented as single-line bash shell scripts with NNStreamer.
Example applications are located at GitHub, n=
nstreamer-example.git and the Wiki page.
Join the Conversation
NNStreamer maintains three mailing lists. You are invited to join the on=
e that best meets your interest.
NNStreamer-Announce: Top-level milesto=
ne messages and announcements
NNStreamer-Technical-Discuss:=
Technical discussions
NNStreamer-TSC: Technical governance discus=
sions
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