NVIDIA Jetson AGX Orin is now compatible with balena

This page summarizes the projects mentioned and recommended in the original post on dev.to

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  • yolov5

    YOLOv5 🚀 in PyTorch > ONNX > CoreML > TFLite

  • Read more here about how Theia Scientific is currently using the newest NVIDIA Jetson AGX Orin on their fleet of microscopes. Theia Scientific and Volkov Labs, improved the Jetson AGX Orin inference speeds up to 30FPS. The Jetson AGX Orin running YOLOv5 tripled the Frames-per-Second (FPS) compared with the latest Jetson AGX Xavier.

  • opendatacam

    An implementation of OpenDataCam that is fully containerized and runs on balena + Jetson.

  • OpenDataCam - an open source tool to quantify the world by tracking moving objects using live video analysis. It is optimized for NVIDIA Jetson boards and is now supported on the Jetson AGX Orin.

  • InfluxDB

    Power Real-Time Data Analytics at Scale. Get real-time insights from all types of time series data with InfluxDB. Ingest, query, and analyze billions of data points in real-time with unbounded cardinality.

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  • jetson-examples

    Sample applications for the Jetson Nano, TX2, Xavier AGX and Xavier NX platforms

  • Jetson Examples - A Github repository with examples of X11 and Gstreamer packages installed on Jetson devices including the AGX Orin. You can use these examples as the basis for your own projects!

  • jetson-flash

    This tool allows users to flash BalenaOS on Jetson supported devices

  • Jetson Flash - A tool for flashing balenaOS onto Jetson devices. It runs on Ubuntu or from inside a Docker container.

NOTE: The number of mentions on this list indicates mentions on common posts plus user suggested alternatives. Hence, a higher number means a more popular project.

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