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retail-store-items-detection-nodered's Introduction

Build and Deploy a Retail Store Items Detection System using Node-RED on IoT Edge device

Node-RED is a low-code programming language for event driven applications. It is a programming tool for wiring together hardware devices, APIs and online services in new and interesting ways. It provides a browser-based flow editor that makes it easy to wire together flows using the wide range of nodes in the palette that can be deployed to its runtime in a single-click. JavaScript functions can be created within the editor using a rich text editor. It comes with a built-in library that allows you to save useful functions, templates or flows for re-use.

Hardware Components

Software Components

  • JetPack 4.6.1
  • NodeJS(for local development)
  • Docker
  • Docker Compose

Getting Started

  1. Wire up the Hardware System

image

Step 1 - Install

Clone this GitHub repo and run the installer

git clone https://github.com/Seeed-Studio/node-red-contrib-ml
cd node-red-contrib-ml && sudo ./docker-ubuntu.sh

Step 2 - Configure

Open a web browser, type jetson_device_ip_address:1880 on the search box, drag and drop blocks and connect them as follows

Step 3 - Deploy

Press DEPLOY to see it in action!

Application

retail-store-items-detection.mp4

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