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Showing posts from Edge AI

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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 …

Run YOLOv3 Object Detection On Your Edge Device
  • Kevin Yu Kevin Yu
  • 30 Apr, 2020
    • Edge AI
    • YOLO

Run YOLOv3 Object Detection On Your Edge Device

YOLOv3 is a popular DNN (Deep Neural Network) object detection algorithm, which is really fast and works also on not so powerful devices. The YOLO …

Archiconda 3 — The Best Environment Manager for ARM64 Edge Computer
  • Kevin Yu Kevin Yu
  • 28 Apr, 2020
    • Edge AI
    • Software

Archiconda 3 — The Best Environment Manager for ARM64 Edge Computer

Archiconda3 is a distribution of conda for 64 bit ARM. Anaconda is a free and open-source distribution of the Python and R programming languages 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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