Social Distance Detection System – Using Raspberry Pi | App #2 Tutorial

38 Просмотры
Издатель
Today we are going to build our own real-time Social Distancing Monitoring Alarm using a raspberry Pi and the OpenCV AI kit with Depth Capability.

⭐ Train models with Roboflow and OAK-D : https://roboflow.com/as-oak-d
⭐ Free Sign Language datasets : https://roboflow.com/as-sign-language
⭐ GitHub + OAK Course: https://augmentedstartups.mykajabi.com/OpenCV-AI-Kit-Optin

This Raspberry Pi social distance camera will be able detect a people using either a MobileNet SSD or Yolov3 tiny model at 30 FPS to sound an Alert, to politely remind people to maintain their social distance.

Hardware used in the Tutorial:
⭐ Raspberry Pi 4 - https://amzn.to/3fhSI7c
⭐ Buy OAK Device - http://bit.ly/GetOAKNow
⭐ Speaker - https://amzn.to/3fqnoDn
⭐ 3.5mm Aux Cable - https://amzn.to/2ITU2B8
⭐ Samsung Note Ultra - https://amzn.to/38Wjj8t
⭐ Roboflow - https://roboflow.com/as1

------------------------------------------------------------
⭐ Kite is a free AI-powered coding assistant that will help you code faster and smarter. The Kite plugin integrates with all the top editors and IDEs to give you smart completions and documentation while you’re typing. I've been using Kite for a few months and I love it! http://bit.ly/KITEAUTOCOMPLETE
------------------------------------------------------------

The Problem that we are trying to solve is, that that while doing social distancing detection on a powerful CUDA supported GPU or cloud computer is nice, but we are looking to do this on an embedded and deployable platform, like the raspberry Pi and OpenCV AI Kits but with real time performance. Also this allows this system to be portable and low powered.

But you must be asking, Ritz, its almost the end of 2020, and the world is on a verge of a vaccine, why do we still need this technology. Well, let's say the vaccine is established today, it will only reach third world countries, like South Africa will only towards the end of 2021 according to ENCA That’s right, some of us who are at the bottom of the queue will have still practice social distancing and wearing our masks in public.

------------------------------------------------------------
Learn Advanced Tutorials
►Augmentedstartups.info/Teachable-AI-Bootcamp
Support us on Patreon
►AugmentedStartups.info/Patreon
Chat to us on Discord
►AugmentedStartups.info/discord
Interact with us on Facebook
►AugmentedStartups.info/Facebook
Check my latest work on Instagram
►AugmentedStartups.info/instagram
------------------------------------------------------------


0:00 Demo
0:57 Introduction
2:27 Stay still the end
2:56 System Overview
3:43 Requirements
4:21 Schematic
4:35 How The Code Works
6:18 3d-Printing The OAK-D
9:04 Download The Repo
10:34 Coding Tutorial Explanation
17:16 Testing+Demo
17:48 Roboflow Walkthrough
21:56 Closing & Membership

#opencv #python #computervision #detection #raspberrypi #BuiltWithRoboflow #opencvaikit
Категория
3d принтер своими руками
Комментариев нет.