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Showing posts from Jetson

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Cloud-Native Solution: Build a Server Cluster with Docker Swarm
  • Kevin Yu Kevin Yu
  • 18 Jun, 2020
    • Cloud
    • Cloud Computing
    • Docker
    • Cluster
    • Jetson

Cloud-Native Solution: Build a Server Cluster with Docker Swarm

Containers have become popular thanks to their focus on consistency across platforms from development to production. The rise in interest to …

Cross-Architecture Kubernetes with Edge Devices Using Hybrid Cloud Strategy
  • Kevin Yu Kevin Yu
  • 12 Jun, 2020
    • Cloud
    • Cloud Computing
    • Jetson
    • Kubernetes
    • Cluster

Cross-Architecture Kubernetes with Edge Devices Using Hybrid Cloud Strategy

Kubernetes has rapidly become a key ingredient in edge computing. With Kubernetes, companies can run containers at the edge in a way that maximizes …

Face Recognition API on the Jetson
  • Kevin Yu Kevin Yu
  • 25 May, 2020
    • Edge AI
    • Jetson
    • IoT
    • Object Recognition
    • Face Recognition

Face Recognition API on the Jetson

When it comes to Face Recognition there are many options to choose from. While most of them are cloud-based, I decided to build a hardware-based face …

TensorRT Object Detection (DetectNet + OpenCV)
  • Kevin Yu Kevin Yu
  • 20 May, 2020
    • Edge AI
    • Jetson
    • Jetson-Inference
    • Object Detection

TensorRT Object Detection (DetectNet + OpenCV)

Recently, I found a very useful library that can utilize TensorRT to massively accelerate DNN (Deep Neural Network) application — the Jetson-Inference …

MQTT — Wireless Communication Demo
  • Kevin Yu Kevin Yu
  • 13 May, 2020
    • IoT
    • MQTT
    • Software
    • Jetson
    • Raspberry Pi

MQTT — Wireless Communication Demo

In the previous post, we have covered the basic concepts of MQTT such as Client/Broker, Subscription/Publish, and MQTT’s Workflow. In this post, we …

Stream Data from your Edge Device to IoT Cloud Platform
  • Kevin Yu Kevin Yu
  • 01 May, 2020
    • IoT
    • Jetson
    • IoT Cloud Platform

Stream Data from your Edge Device to IoT Cloud Platform

IoT (Internet of Things) cloud refers to any number of cloud services that power the IoT. These include the underlying infrastructure needed for …

10-line Python Code for Object Detection with DetectNet
  • Kevin Yu Kevin Yu
  • 21 Apr, 2020
    • Edge AI
    • Jetson

10-line Python Code for Object Detection with DetectNet

For those of you who already tried out the Jetson-Inference provided by Nvidia. You might also want to try out my 10-line Python Code for real-time …

PWM Fan Control on the Jetson
  • Kevin Yu Kevin Yu
  • 21 Apr, 2020
    • Edge AI
    • Jetson

PWM Fan Control on the Jetson

I have used the Jetson AGX Xavier Devkit for a few weeks and noticed that when the clock on the jetson is at MAX 0, the PWM fan will run at its …

Jetson Software Setup
  • Kevin Yu Kevin Yu
  • 20 Apr, 2020
    • Edge AI
    • Jetson

Jetson Software Setup

Quick Link: https://www.github.com/yqlbu/jetson-install I’ve been playing around with my Jetson Nano and Jetson AGX Xavier development kits for a few …

Embedded AI and Edge Computing Solutions from Nvidia
  • Kevin Yu Kevin Yu
  • 19 Apr, 2020
    • Edge AI
    • Jetson

Embedded AI and Edge Computing Solutions from Nvidia

What does Edge AI really mean? I was asked this question several times over and decided to share my thoughts on this topic. Edge AI commonly refers to …

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