Questions tagged [nvidia-jetson]

Nvidia Jetson is Nvidia's family of embedded devices, targeted for computing on the edge by users desiring to run machine learning and artificial intelligence tasks.

Use this tag for questions about programming specifically for the Jetson devices, namely: the Nano, TX1, TX2(i), or AGX. Please also tag the language you are coding in and the frameworks you are using for context.

Visit Nvidia's official site for more information on the Jetson devices.

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Running deep-daze on nvidia jetson - "Could not find a version that satisfies the requirement torchvision>=0.8.2"

I have an nvidia Jetson Nano (the 4gb version). I am attempting to run this project on it: https://github.com/lucidrains/deep-daze I am attempting to run the command pip install deep-daze. However, I do not have pip so I am running pip3 install…
crdzoba
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Low FPS on tensorRT YoloV3 Jetson Nano

I converted my custom yolov3 model to onnx then onnx to tesnsorrt model on Jetson nano, it is taking 0.2 sec to predict on images i tried it on video and it is giving only 3 fps is there any way to increase this.
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JPEG parameter struct mismatch: library thinks size is 584, caller expects 728 for python3 in Jetson

I am trying to run the darknet_video.py script for YOLO from here in Jetson (nano and xavier NX). The code runs fine in one nano but not in another nano and NX. The script is run using the following command in Ubuntu 18.04 (Jetpack) python3…
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Kubernetes: Cannot download flannel CNI due to certificate issue

I am attempting to setup the Kubernets Master node on a Jetson Nano. However, I am stuck at the step where you are supposed to download the flannel YAML. Everytime I get the same error: Unable to connect to the server: x509: certificate is valid for…
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Invalid target board - jetson-tx2-devkit

I want to create an image from nvidia jetson tx2 using flash.sh file, I could manage run it, but throw an error. I set board on Recovery Mode and execute: sudo /bin/bash ./flash.sh -r -k APP -G nvidia.img jetson-tx2 mmcblk0p1 Error: Invalid…
cflorenciav
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NVidia DeepStream Output Inference Class Mismatch - "Vehicle Class"

• Hardware Platform (Jetson / GPU) Jetson Nano 4GB, Ubuntu 18.4 • DeepStream Version marketplace.azurecr.io/nvidia/deepstream-iot2-l4t:latest • JetPack Version 4.3 • Issue Type Output inference class is different from Model class • How to reproduce…
Amit
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Importing OpenCV in Cmake Ubuntu 18.04

Not really familiar how cmake and the packages are been resolve in ubuntu. I have the next file cmake for ROS systemm. cmake_minimum_required(VERSION 3.1.3) project(moveit_calibration_plugins) set(CMAKE_CXX_STANDARD 14) set(CMAKE_CXX_EXTENSIONS…
Patrick Vibild
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Unable to save image from Raspi camera -> cv2.imwrite (Using Jetson Nano)

I am trying to save images from the Raspi cameras connected to my Jetson nano. My Code is below. However, the code shows that it is saving the files, but no matter which method I try I cannot find the images. Thanks for your help. I've included a…
Aryan V
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Is there any patches for tegra-minimal-initramfs.bb to prevent this error?

I was trying to build core-image-minimal for Jetson TX2 following the instructions from this link https://developer.ridgerun.com/wiki/index.php?title=Yocto_Support_for_NVIDIA_Jetson_Platforms-Old . My build configuration is Build…
Salhi Fedi
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Pyinstaller doesnt package cv2 in jetson

I have a software which I packaged in x86 processors using pyinstaller and it packages all libraries including cv2, however, when I try to package the same software in Jetson TX2, it doesn't package cv2 and throws error on executing the binary…
Muhammad Naufil
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How do I install opencv-python 4.1.1.26 on NVIDIA Jetson AGX Xavier?

I have tried installing it using pip3 but it seems like there is no available version for aarch64 architecture, are there any other ways I can install it? Also if I were to clone the code here,…
aricc
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Error during RTSP streaming using gstreamer on the jetson nano

Im working on this project : https://www.hackster.io/jonmendenhall/jetson-nano-search-and-rescue-ai-uav-9ca547 At some point I will need to mount my camera (waveshare ; IMX219-77IR) on top of the drone and I would like to use vlc on Windows or Linux…
john_connor
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ffmpeg works but gstreamer does not work for rtsp camera

I'm using Nvidia Jetson Tx2 device. With the following command, I can connect and capture an image with ffmpeg. $/usr/bin/ffmpeg -y -frames 1 snapshot.png -rtsp_transport tcp -i rtsp://admin:admin@192.168.10.131/1/profile ffmpeg version…
Jinmo Chong
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Xaviar does not process in real time? How do I improve it?

I am running YOLO v3 on Jetson Xavier, I am using python and OpenCV DNN module for inferencing, and it is pretty slow and seems as if it is not effective for my application. So I am looking for another detection model that can run in a real-time…
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Python PyTorch executing in multiple threads, runs out of memory and get killed by operating system

I am trying to execute a retrained PyTorch FasterRCNN in multiple threads on an Nvidia Jetson Xavier. The main threads add the image path to a Queue. Four worker threads are doing the following things: loading the image with PIL img =…