Python Jetson

Open-source Python projects categorized as Jetson

Top 12 Python Jetson Projects

  • TensorRT

    PyTorch/TorchScript/FX compiler for NVIDIA GPUs using TensorRT (by pytorch)

  • jetson_stats

    📊 Simple package for monitoring and control your NVIDIA Jetson [Orin, Xavier, Nano, TX] series

  • 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.

  • tensorrt_demos

    TensorRT MODNet, YOLOv4, YOLOv3, SSD, MTCNN, and GoogLeNet

  • jetson-containers

    Machine Learning Containers for NVIDIA Jetson and JetPack-L4T

    Project mention: Install ros 2 humble on jetson orin | /r/ROS | 2023-06-25

    https://github.com/dusty-nv/jetson-containers This one might be helpful

  • FastMOT

    High-performance multiple object tracking based on YOLO, Deep SORT, and KLT 🚀

  • trt_pose

    Real-time pose estimation accelerated with NVIDIA TensorRT

  • inference

    A fast, easy-to-use, production-ready inference server for computer vision supporting deployment of many popular model architectures and fine-tuned models. (by roboflow)

    Project mention: Supervision: Reusable Computer Vision | news.ycombinator.com | 2024-03-24

    Yeah, inference[1] is our open source package for running locally (either directly in Python or via a Docker container). It works with all the models on Universe, models you train yourself (assuming we support the architecture; we have a bunch of notebooks available[2]), or train in our platform, plus several more general foundation models[3] (for things like embeddings, zero-shot detection, question answering, OCR, etc).

    We also have a hosted API[4] you can hit for most models we support (except some of the large vision models that are really GPU-heavy) if you prefer.

    [1] https://github.com/roboflow/inference

    [2] https://github.com/roboflow/notebooks

    [3] https://inference.roboflow.com/foundation/about/

    [4] https://docs.roboflow.com/deploy/hosted-api

  • WorkOS

    The modern identity platform for B2B SaaS. The APIs are flexible and easy-to-use, supporting authentication, user identity, and complex enterprise features like SSO and SCIM provisioning.

  • jetson-voice

    ASR/NLP/TTS deep learning inference library for NVIDIA Jetson using PyTorch and TensorRT

    Project mention: Dusty-nv containers on Orin Nano | /r/JetsonNano | 2023-06-07

    I've had some trouble running them on a regular Jetson nano. Specifically https://github.com/dusty-nv/jetson-voice. Has anyone tried them with Orin Nano?

  • raspberry_ninja

    Publish or capture VDO.Ninja streams with Python (Raspberry Pi, Linux, Mac, Windows WSL)

    Project mention: RaspberryNinja on the orange pi 5 plus 16GB | /r/OrangePI | 2023-06-25
  • panther

    🐆 Panther is an Open Robotic AGV platform ROS based for Outdoor and Indoor enviroments. (by rpanther)

  • jetfusion

    Diffusion models on Nvidia Jetson boards

    Project mention: JetFusion: Diffusion models on Nvidia jetson boards | news.ycombinator.com | 2023-12-19
  • minifi-xaviernx

    NVIDIA XAVIER NX - MiNiFi - NiFi - Kafka - Flink

NOTE: The open source projects on this list are ordered by number of github stars. The number of mentions indicates repo mentiontions in the last 12 Months or since we started tracking (Dec 2020). The latest post mention was on 2024-03-24.

Python Jetson related posts

Index

What are some of the best open-source Jetson projects in Python? This list will help you:

Project Stars
1 TensorRT 2,286
2 jetson_stats 1,996
3 tensorrt_demos 1,718
4 jetson-containers 1,536
5 FastMOT 1,085
6 trt_pose 921
7 inference 870
8 jetson-voice 161
9 raspberry_ninja 125
10 panther 95
11 jetfusion 3
12 minifi-xaviernx 2
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