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

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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/nic...
Sign up to Jobs From Nick: www.jobsfromnick.com
Oh, and don't forget to connect with me!
LinkedIn: bit.ly/324Epgo
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GitHub: bit.ly/3mDJllD
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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

Опубликовано:

25 сен 2024

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Комментарии : 96

@4onlinebuys 2 года назад

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

@NicholasRenotte Год назад

You got it Chris! Plenty more to come!

@MrArtova100 Год назад

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

@sshhrlamn3947 Год назад

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

@mustafakemalpasha983 Год назад

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.

@TheNewMountain Год назад

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 Год назад

Answered my own question: ru-vid.com/video/%D0%B2%D0%B8%D0%B4%D0%B5%D0%BE-tFNJGim3FXw.html

@gplgomes Год назад

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

@NicholasRenotte Год назад

Check this out @Geraldo!

@infinitego Год назад

@@NicholasRenotte heck what out?

@NicholasRenotte Год назад

My bad forgot the link, this: ru-vid.com/video/%D0%B2%D0%B8%D0%B4%D0%B5%D0%BE-tFNJGim3FXw.html

@MiguelNFer Год назад

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 ;)

@isaacalesh6939 Месяц назад

Can you make a step by step tutorial on the sleepiness detector (with sound alerts?) Thank you!

@gplgomes Год назад

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

@abhishekb303 Год назад

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 😊😊

@yuvrajtiwari3285 Год назад

How did you get yolo folder in explorer

@Krisler12 Год назад

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!

@sanathkamath1934 11 месяцев назад

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

@JAMESWHITE-g7i 7 месяцев назад

did you find the link ?

@4thlord51 Год назад

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.

@diegofonseca7457 Год назад

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

@anshXR Год назад

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

@India_tourism Год назад

You got your answer?

@gplgomes Год назад

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

@RichardBronosky Год назад

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.

@marcinwitkowski2277 Год назад

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

@eyadaiman1559 Год назад

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

@adarmawan117 Год назад

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. 😂

@christiankusi2974 Год назад

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

@SimonLam2024 Год назад

I just like all your challenge projects.

@shyamsingh-lh4yw 6 месяцев назад

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

@_PrathamTidke 5 месяцев назад

I cant access the code pls help its my final year

@ayaboulaflous 6 месяцев назад

Please who has the folder and the complete code.

@justliving123 Год назад

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

@itz_mikhael 5 месяцев назад

Please I need the files and docs for this project

@modeltrainer1246 Год назад

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

@katu406 Год назад

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

@Ganesh-zj9ho 6 месяцев назад

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

@muhamadhariz3299 Год назад

page not found when i try to open the source code

@sairajanala-hq6rn Год назад

where can i find same.. link is not working

@ragulramesh9162 Год назад

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

@ccuny1 Год назад

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

@mustimply9317 Год назад

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

@lightoftheemperorgg5511 2 года назад

WOW!!! very cool!

@NicholasRenotte Год назад

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

@thewatersavior Год назад

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

@yukunye9190 Год назад

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

@ronaktawde Год назад

Hey Nicks...you are amazing DSc. 😎

@NicholasRenotte Год назад

Ohhh, thanks a mil @Ronak!!

@lakshman587 2 года назад

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

@NicholasRenotte Год назад

YESSS!!! Awesome!

@QuarktaschemitSenf Год назад

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

@erfanbayat3974 Год назад

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

@jayathissaaral2598 4 месяца назад

Git hub link doesnt work

@c016smith52 Год назад

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

@andrewbola7494 Год назад

Hey, do I need dlib for this?

@gplgomes Год назад

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

@joyalkosti6950 Год назад

how to do this in both image and video

@mhh5002 Год назад

What a coincidence! Just finished drowsiness detection

@yuvrajtiwari3285 Год назад

How I would get yolov5 file

@Jannatkhan-vz1nj Год назад

Please cover Human in the loop Machine learning topic.

@anshXR Год назад

Never knew Lewis Hamilton could do deep learing

@004.pranavrathod8 Год назад

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

@ahmedebrahem-cx6pt 11 месяцев назад

I need this code please

@swastikgorai2332 Год назад

Loved it!

@NicholasRenotte Год назад

Thanks for checking it out!!

@urielcalderon1661 Год назад

Me gusta esta sección. Saludos Nicholas

@yukunye9190 Год назад

love this channel, that's so interesting!

@youtubeyoutube6205 Год назад

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