Face Mask Detection with ARC

Mickey666Maus

Germany
Skip to comments   Jump to end

I had this in my head for some time now, and finally found some nice datasets to turn this into a project... Just follow me on the video if you would like to build the training data yourself, or just use this code here, for the prebuild model!

Have fun!!:)

By — Last update
Jump to end

Other robots from Synthiam community

Ezang's ARC - A Short Video - My Tank Base Robot - DC Brushed Or Brushless Motors And L298N Dual H-Bridge With Pulse Width Modulation (PWM) Control Robot

Ezang's ARC - A Short Video - My Tank Base Robot - DC...

Hi, I just used with ARC , an IO tiny, Ez-robot battery, the H-Bridge PWM control with a tank chassis - works well,...
Ericez's New Friend For Jd, Lita My Humanoid Robot Made From Water Pipe Pvc And Scraps

Ericez's New Friend For Jd, Lita My Humanoid Robot Made From...

image gallery Hello All, I am getting ez develover time ago. in fact it will I use for real size wall...
Mcjeff0125's Robie Sr, Dr. Theopolis Hybrid

Mcjeff0125's Robie Sr, Dr. Theopolis Hybrid

May I present to you my Robie Sr, EZ-Robot mod. As you can see, I did not use the stock Robie head. My main reason was...

ARC Pro

Upgrade to ARC Pro

ARC Pro is your passport to a world of endless possibilities in robot programming, waiting for you to explore.

#1   — Edited

Just use the index.html that you can download over here... https://we.tl/t-SjWXr18jg4 And run it locally!!

It will be sending the label results to the Super EZ ARC REST Server, so make sure you got it running... https://synthiam.com/Community/Robots/Super-EZ-ARC-REST-Server-20073

In ARC you can use that data to build something...eg drive a servo, like this!

from System.Net import HttpWebRequest
uri = "http://127.0.0.1:5000/get_positions";
webRequest = HttpWebRequest.Create(uri)
response = webRequest.GetResponse()

from System.IO import StreamReader
import clr
clr.AddReference('System.Web.Extensions')
from System.Web.Script.Serialization import JavaScriptSerializer
streamReader = StreamReader(response.GetResponseStream())

def readData():
  jsonData = streamReader.ReadToEnd()
  js = JavaScriptSerializer()
  dataDict = js.DeserializeObject(jsonData)
  return dataDict

dataDict = readData()
print(dataDict)

checkMask =(dataDict)
for evaluation in checkMask:
    print(evaluation)

if evaluation == "WithoutMask":
  print("Please wear a mask!")
  Servo.SetPosition(D0, 150, 0);

if evaluation == "WithMask":
  print("Thanks for wearing a mask!")
  Servo.SetPosition(D0, 50, 0);

So help us all to stay safe and build something cool into your ARC project!!:)

PRO
Synthiam
#3  

Your super ez rest server is really stretching it’s legs! Nice work. The datasets are interesting. Hmmm I wonder if I can import those into my yolo engine because it uses onyx that allows it. So the documentation says

#4  

I never really checked into this, I only used some transfer learning on Teachable Machine and on ml5.js... But it should be possible I guess!!

It kinda cool... gives the robot a purpose, by telling people, that its nice to wear a mask!!:)

Canada
#5  

Nomad is sending Me his 3d printed Dalek, 23 cm not that big but still could be fun to have it check people for masks and scream at them ," By order of The Dalek high command, you will wear a mask ,you must comply...or be Exxxxxterminated!"xD

#6  

That would definitely be a good use case for that project!! Make a clip, and keep me posted!!:D

Login to post a comment