- Started. 2020-04-14
- Drafted. 2020-04-27
NNStreamer: Efficient and flexible stream pipeline framework for complex neural network applications
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.
We invite you to visit the GitHub where NNStreamer and its sub projects are developed. Please join our community as a user and contributor. Your contribution is always welcomed!
- 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!
In Tizen 5.5 or higher, use
Use Machine-Learning Inference APIs (Native / .NET) to use NNStreamer in TIzen applications.
Use JCenter repository to use NNStreamer in Android Studio.
OpenEmbedded's meta-neural-network layer has NNStreamer included.
McOS users may install NNStreamer via Brew taps or build NNStreamer for their own systems.
In general, you may build NNStreamer in any GStreamer-compatible systems.
Applications of these screenshots require very short lines of code (click screenshots to look at) and run efficiently in inexpensive embedded devices. They can even be implemented as single-line bash shell scripts with NNStreamer.