NNStreamer
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About
NNStreamer is a flexible and efficient stream pipeline framework designed for complex neural network applications. Developed initially by Samsung and later incubated by the LF AI Foundation, it enables developers to apply various neural networks such as TensorFlow, Caffe2, and PyTorch through GStreamer pipelines. NNStreamer supports a myriad of devices including Android and Tizen, emphasizing its reliability and industrial application. Its extensible architecture allows users to integrate custom components and hardware AI accelerators at runtime. The framework is compatible with several platforms, offering APIs in C, Java, and .NET to cater to diverse application environments.
Platform
Features
• supports multiple neural network frameworks
• cross-platform compatibility (tizen, android, ubuntu, macos, yocto)
• adopted in commercial products
• supports custom plug-ins and integration
• apis available in c, java, .net
• compatible with gstreamer
• efficient stream pipeline framework
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