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Raspberry PI - IoT Pill dispenser (Object detection based on kubernetes - Django Server - Mobile App)

Python 91.38% HTML 7.03% Dockerfile 1.59%

iot_pilldispenser's Introduction

๐Ÿ’Š IoT_Pill Dispenser ๐Ÿ“‡

Raspberry PI - IoT Pill dispenser (Object detection based on distributed computing)

01. System Architecture

์ตœ์ข…์„ค๊ณ„2

  1. Server (Docker, Django)
  • Remote prescription system for Immunosuppressant / Thrombocoagulant
  • Postgresql Presciption DB
  1. Device (Raspberry Pi, k3s)
  • Pill-image Object detection based on Fast R-CNN
  • k3s cluster - 1 master + 3 slaves
  1. Mobile Application
  • Pill Storage/Dosage Management
  • Mapping storage of each pill & prescription

02. Server ๐Ÿฅ

1. How to

(1) Install Docker

(2) Clone the repository

(3) Start the server

  docker-compose up --build

(4) Connect to

  localhost:8000/main (insert new info)
  localhost:8000/admin (view data)

03. Raspberry Pi Device ๐Ÿ 

(1) install 3.5 touch screen

driver to setup

(2) install pi-camera

  sudo raspi-config
  
  -> 5.Interfacing Options -> 1.Camera - Enabled  
$ sudo apt-get update

$ sudo apt-get install python-picamera python3-picamera
  • to check the camera
 raspistill -o output.jpg

04. Application ๐Ÿ“ฑ

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