I tried to build a ML Drowsiness Detector App (with sound alerts) in 15 mins

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  • เผยแพร่เมื่อ 5 ต.ค. 2022
  • You asked for it! So here it is.
    Finally putting together all the stuff we learned during OD class and bringing it to production as an app. For this episode of Code That we're going to be building a object detection app that can pick up if we're awake or drowsy then playing an alert if we're found sleeping.
    We'll use PyTorch YOLOv5 to detect our state and then put it together in a Tkinter app with VLC being used to play the audio. Hope you enjoy it guys!
    Get the Code: github.com/nicknochnack/https...
    Sign up to Jobs From Nick: www.jobsfromnick.com
    Oh, and don't forget to connect with me!
    LinkedIn: bit.ly/324Epgo
    Facebook: bit.ly/3mB1sZD
    GitHub: bit.ly/3mDJllD
    Patreon: bit.ly/2OCn3UW
    Join the Discussion on Discord: bit.ly/3dQiZsV
    Happy coding!
    Nick
    P.s. Let me know how you go and drop a comment if you need a hand!
    #machinelearning #codingchallenge #tkintertutorial #python
  • วิทยาศาสตร์และเทคโนโลยี

ความคิดเห็น • 95

  • @4onlinebuys
    @4onlinebuys ปีที่แล้ว +8

    Love your videos! You are always bringing incredible challenges/learnings in such a short, digestible format. Thanks and don’t stop!

    • @NicholasRenotte
      @NicholasRenotte  ปีที่แล้ว +2

      You got it Chris! Plenty more to come!

  • @mustafakemalpasha983
    @mustafakemalpasha983 ปีที่แล้ว

    video quality, editing, the codes you wrote, the projects you made and your beautiful energy and smile are even more wonderful. Keep it up man.

  • @MrArtova100
    @MrArtova100 ปีที่แล้ว +1

    I am currently working on my thesis which is about tinyMl. Every time you upload something it's just inspiring to me. Thank you!!

  • @diegofonseca7457
    @diegofonseca7457 ปีที่แล้ว

    I love this kind of video, is pure entretainment for developers 🤙🏼greetings from Spain!

  • @c016smith52
    @c016smith52 ปีที่แล้ว

    Was fun to watch (and informative)!!!! : ) Thanks

  • @BOGABOOfull
    @BOGABOOfull ปีที่แล้ว +1

    You make these challenges so difficult for yourself that I'm starting to think that you just want to give away money 😂 but one of my favorite series on YT, keep going Nich ;)

  • @yukunye9190
    @yukunye9190 ปีที่แล้ว

    love this channel, that's so interesting!

  • @sshhrlamn3947
    @sshhrlamn3947 ปีที่แล้ว +7

    i cant access to your code in github. Error 404. pls help

  • @SimonLam2024
    @SimonLam2024 ปีที่แล้ว

    I just like all your challenge projects.

  • @TheNewMountain
    @TheNewMountain ปีที่แล้ว +2

    Hi Nicholas. Is there a video of how you trained the model used or a video showing how you can train a similar model?
    Love your content. Thank you so much for doing this!

    • @TheNewMountain
      @TheNewMountain ปีที่แล้ว

      Answered my own question: th-cam.com/video/tFNJGim3FXw/w-d-xo.html

  • @flynn3203
    @flynn3203 ปีที่แล้ว

    jobsfromnick 😂 what a legend you are!

  • @goldensongs8524
    @goldensongs8524 ปีที่แล้ว

    loved it man

  • @swastikgorai2332
    @swastikgorai2332 ปีที่แล้ว +2

    Loved it!

  • @gplgomes
    @gplgomes ปีที่แล้ว +2

    The program needs a sensibility filter for detection, because it is mixing the same occurrence many times.

  • @ronaktawde
    @ronaktawde ปีที่แล้ว +1

    Hey Nicks...you are amazing DSc. 😎

  • @urielcalderon1661
    @urielcalderon1661 ปีที่แล้ว

    Me gusta esta sección. Saludos Nicholas

  • @marcinwitkowski2277
    @marcinwitkowski2277 ปีที่แล้ว

    You are the best on YT :) Could you create a video how to build a Human Gait Recognition. Thank you for all your work - keep going

  • @lakshman587
    @lakshman587 ปีที่แล้ว +1

    This was awesome!!!

  • @lightoftheemperorgg5511
    @lightoftheemperorgg5511 ปีที่แล้ว +4

    WOW!!! very cool!

    • @NicholasRenotte
      @NicholasRenotte  ปีที่แล้ว

      Thanks a mil! Glad you checked it out @light of the EMPEROR!

  • @mhh5002
    @mhh5002 ปีที่แล้ว

    What a coincidence! Just finished drowsiness detection

  • @ashleysami1640
    @ashleysami1640 ปีที่แล้ว +1

    Love the intro !

  • @rohitchan007
    @rohitchan007 ปีที่แล้ว +1

    That was so much fun!!!

  • @Krisler12
    @Krisler12 ปีที่แล้ว +1

    Please create a deep reinforcement learning algorithm in Python for stocks portfolio builder by taking care about each stock indicators too.
    Thank you very much in advance!

  • @eyadaiman1559
    @eyadaiman1559 ปีที่แล้ว

    My head is blocking that 10:27
    *Move the line up to be blocked by the timer*
    HAHAHA Love you nick😂😂❤❤

  • @gplgomes
    @gplgomes ปีที่แล้ว +9

    A note: The model used was already trainned. I think interesting if make a video showing its trainning.

    • @NicholasRenotte
      @NicholasRenotte  ปีที่แล้ว

      Check this out @Geraldo!

    • @infinitego
      @infinitego ปีที่แล้ว

      @@NicholasRenotte heck what out?

    • @NicholasRenotte
      @NicholasRenotte  ปีที่แล้ว

      My bad forgot the link, this: th-cam.com/video/tFNJGim3FXw/w-d-xo.html

  • @lakshman587
    @lakshman587 ปีที่แล้ว +1

    Intro 🔥 🔥
    Sponsored by me!!
    I have signed up!!!

  • @4thlord51
    @4thlord51 ปีที่แล้ว

    Thanks for the video.. I want to build an A.I. that can predict how drunk a person is. Should be a great ice breaker at a party.

  • @thewatersavior
    @thewatersavior ปีที่แล้ว

    Have you done a video on using a basic model that we train to auto tag images for us? Trying to complete the loop on saving detected images and then retraining the model quickly in one interface. I think you showed us we can use CLI to upload the model so is it possible to build one interface to do it all... in 20 mins :-) jk jk.. pressure , appreciate any insight. thanks for all you do

  • @erfanbayat3974
    @erfanbayat3974 ปีที่แล้ว

    loved the video but can you make a video on making the model itself

  • @yuvrajtiwari3285
    @yuvrajtiwari3285 ปีที่แล้ว +1

    How did you get yolo folder in explorer

  • @gplgomes
    @gplgomes ปีที่แล้ว +1

    Ideia: The camera sees if the dog's bowl of water or food is empty then do a SMS alerting to refill.

  • @ccuny1
    @ccuny1 ปีที่แล้ว

    Thank you Nicholas, as usual. I am getting a 404 on the GitHub page though.

    • @mustimply9317
      @mustimply9317 ปีที่แล้ว

      Just remove the first part of the url until the second https, maybe a copy and paste error in the description

  • @TheCopernicus1
    @TheCopernicus1 ปีที่แล้ว

    Yo! lo awesome man!

  • @adarmawan117
    @adarmawan117 ปีที่แล้ว

    Have you make a video about "how to make a data train",?
    For example in mediapipe.
    We read an image, read coordinate, append to csv file (ex: train.csv). And then train data on that file, save to tflite file (or something other), and compare with real time hand landmark to recognize some gesture.
    I hope you understand what i mean. 😂

  • @katu406
    @katu406 ปีที่แล้ว

    Hi Nick, What is CUDA Toolkit and where can we use it?

  • @modeltrainer1246
    @modeltrainer1246 ปีที่แล้ว

    PLEASE REPLY:
    can you make a custom RE-train paddle ocr using google collab ? if so when can i expect it?

  • @christiankusi2974
    @christiankusi2974 ปีที่แล้ว

    How can you build up to use YOLO v7 train model?

  • @abhishekb303
    @abhishekb303 ปีที่แล้ว +1

    How to run this app in mobile?
    I had created a app and run in laptop but not in mobile how install it please reply 😊😊

  • @ndumisomhlongo1125
    @ndumisomhlongo1125 ปีที่แล้ว +1

    Very cool

  • @shyamsingh-lh4yw
    @shyamsingh-lh4yw 2 หลายเดือนก่อน

    Sir pls tell what we have to write in drowsy and data file

  • @fadhelalsuwaidi1221
    @fadhelalsuwaidi1221 ปีที่แล้ว

    Legend

  • @RichardBronosky
    @RichardBronosky ปีที่แล้ว

    How about making an ML alarm clock? It should talk to you. You would have to ask it to let you snooze. It would tell you the trade-offs to not getting up right now. You won't have time for a shower; You'll have to take the X:XX instead of the one you prefer; You'll be late for a meeting; etc.

  • @milakohen630
    @milakohen630 หลายเดือนก่อน

    bro you read my thoughts 🎉

  • @DB-in2mr
    @DB-in2mr ปีที่แล้ว

    your intro ... ...use machine learning ... so cool ....go go go! : )

  • @sairajanala-hq6rn
    @sairajanala-hq6rn ปีที่แล้ว

    where can i find same.. link is not working

  • @muhamadhariz3299
    @muhamadhariz3299 ปีที่แล้ว

    page not found when i try to open the source code

  • @anshXR
    @anshXR ปีที่แล้ว

    Never knew Lewis Hamilton could do deep learing

  • @sanathkamath1934
    @sanathkamath1934 8 หลายเดือนก่อน +2

    Hi
    Can you share the link for github repository for this project again

    • @user-gn7ep3ew1i
      @user-gn7ep3ew1i 3 หลายเดือนก่อน

      did you find the link ?

  • @ragulramesh9162
    @ragulramesh9162 ปีที่แล้ว

    GITHUB link not working can anyone help to get the source code

  • @gplgomes
    @gplgomes ปีที่แล้ว +1

    I think when you test the program than the time may be stopped.

  • @andrewbola7494
    @andrewbola7494 11 หลายเดือนก่อน

    Hey, do I need dlib for this?

  • @Jannatkhan-vz1nj
    @Jannatkhan-vz1nj ปีที่แล้ว

    Please cover Human in the loop Machine learning topic.

  • @QuarktaschemitSenf
    @QuarktaschemitSenf ปีที่แล้ว

    Hey Nicholas, is there an Option to hire you for a 1 Hour Teams Call atm?

  • @joyalkosti6950
    @joyalkosti6950 ปีที่แล้ว

    how to do this in both image and video

  • @Ganesh-zj9ho
    @Ganesh-zj9ho 3 หลายเดือนก่อน

    Where is the source code??bro how did you accessed the results while the detection is still running 14:00 .bro can you explain me in this

  • @syamill7202
    @syamill7202 ปีที่แล้ว

    It would great if you can make a tutorial on how to this on a raspberry pi. Please 🌟

  • @ayaboulaflous
    @ayaboulaflous 2 หลายเดือนก่อน

    Please who has the folder and the complete code.

  • @anshXR
    @anshXR ปีที่แล้ว

    Can that tinker app run on a mobile device. I was looking for ways to deploy my cv project to a mobile app.

  • @yukunye9190
    @yukunye9190 ปีที่แล้ว

    Hey nick, this guthub link is unable to open, don't know why

  • @yuvrajtiwari3285
    @yuvrajtiwari3285 ปีที่แล้ว

    How I would get yolov5 file

  • @itz_mikhael
    @itz_mikhael หลายเดือนก่อน

    Please I need the files and docs for this project

  • @_PrathamTidke
    @_PrathamTidke 2 หลายเดือนก่อน

    I cant access the code pls help its my final year

  • @sundarbn786
    @sundarbn786 ปีที่แล้ว

    🙏

  • @muhammedshehansha7481
    @muhammedshehansha7481 ปีที่แล้ว

    sooper

  • @004.pranavrathod8
    @004.pranavrathod8 ปีที่แล้ว

    the github link is not working??????

  • @youtubeyoutube6205
    @youtubeyoutube6205 ปีที่แล้ว

    can you please make some more complex/real project?
    means, all your videos are great but when I'm trying to make some more complex it seems impossible
    for example my dream is to build and train reinforcement model to play subway surf but I have no idea how, although I have a basic understanding of ​​reinforcement learning

  • @syekabagusparikesit3274
    @syekabagusparikesit3274 ปีที่แล้ว

    Nick create tutorial video build ml hand sign alphabet recognition app use mediapipe with jetson nano please

  • @ahmedebrahem-cx6pt
    @ahmedebrahem-cx6pt 7 หลายเดือนก่อน

    I need this code please

  • @jayathissaaral2598
    @jayathissaaral2598 25 วันที่ผ่านมา

    Git hub link doesnt work

  • @uniquerelaxation1501
    @uniquerelaxation1501 ปีที่แล้ว

    Bro is it work on Android phones,

  • @musicsage2135
    @musicsage2135 ปีที่แล้ว

    bro, where is the code??? 🙃🙃

  • @kelmwatv8289
    @kelmwatv8289 ปีที่แล้ว

    The github path is empty bro

  • @tjtoonstamil1744
    @tjtoonstamil1744 5 หลายเดือนก่อน

    If you send this app to me

  • @risaalkhan6928
    @risaalkhan6928 ปีที่แล้ว +1

    Plz anyone help me as the line model = torch.hub.load is not working

  • @ankitjanbandhu9825
    @ankitjanbandhu9825 ปีที่แล้ว

    Anyone has the code of it because It was showing not found when I click the GitHub link

  • @ahmedebrahem-cx6pt
    @ahmedebrahem-cx6pt 7 หลายเดือนก่อน

    I need this code please