All three generations of Jetson solutions are supported by the same software stack, enabling companies to develop once and deploy everywhere. The Jetson platform is supported by the Jetpack SDK, which includes the board support package (BSP), Linux operating system, NVIDIA CUDA®, and compatibility with third-party platforms. DeepStream enables developers to quickly build and deploy efficient video analytics pipelines on Jetson.
NVIDIA JetPack SDK is the most comprehensive solution for building AI applications. It bundles Jetson platform software including TensorRT, cuDNN, CUDA Toolkit, VisionWorks, GStreamer, and OpenCV, all built on top of L4T with LTS Linux kernel.
NVIDIA L4T provides the Linux kernel, bootloader, NVIDIA drivers, flashing utilities, sample filesystem, and more for the Jetson platform.
You can customize L4T software to fit the needs of your project. By following the platform adaptation and bring-up guide, you can optimize your use of the complete Jetson product feature set. Follow the links below for details about the latest software libraries, frameworks, and source packages.
Learn about the latest L4T release for your Jetson device:
- NEW! L4T r32.3.1 for Jetson AGX Xavier Series, Jetson TX2 Series, Jetson TX1, and Jetson Nano
- L4T r28.3.2 for Jetson TX2, Jetson TX2i and Jetson TX1
- L4T r21.8 for Tegra K1
NOTE: Use the NVIDIA SDK Manager to set up your Jetson Developer Kit with all the latest software, including L4T.
NVIDIA’s DeepStream SDK on Jetson delivers a complete streaming analytics toolkit for AI-based video and image understanding, as well as multi-sensor processing. The APIs and libraries are provided as Gstreamer plug-ins for ease of use.
This SDK on Jetson enables building complex applications that include image capture, encode, decode, inference using TensorRT, and much more.
The NVIDIA Isaac SDK makes it easy for developers to create and deploy AI-powered robotics. The SDK is a collection of libraries, drivers, APIs, and other tools that will save you hundreds of hours by making it easy to add AI into next-generation robots for perception, navigation, and manipulation.
Learn about Developer Tools for the Jetson platform under Develop → Tools.