Realtime Drowsiness and Yawn Detection using Python in Raspberry Pi or any other PC

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In this video I will show you, how to implement a Drowsiness and Yawn Detector using Python. We will use libraries like OpenCV, DLIB etc. And this will work on Raspberry Pi or any other regular PC.
Download Code and Required files:
github.com/Arijit1080/Drowsin...
Commands used in this video:
sudo apt-get install python3-scipy
sudo apt-get install espeak
pip3 install imutils
pip3 install argparse
pip3 install numpy
git clone github.com/Arijit1080/Drowsin...
DLIB Installation Video:
• Easiest way to install...
OpenCV Installation Video:
• Easiest way to install...
Pyimagesearch Blog
www.pyimagesearch.com/2017/10...
For future updates follow us on facebook: / sparklers2018

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Опубликовано:

22 дек 2019

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Комментарии : 195

@jitendraparmar2787 3 года назад

Thanks for the amazing explanation ❤️🙏

@srinaath9845 4 года назад

Nice bro. Excellent tutorial. Thank you for the good work 👏👏👌

@saikiran1059 2 года назад

Hai bro

@greenmobilityperu10 3 года назад

thank you for sharing your knowledge

@kiransai6950 3 года назад

Awesome 👍

@gokuljayakumar9812 4 года назад

Thank for the video Bro❤️

@saikiran1059 2 года назад

Hai bro

@zanyarvahabi8297 3 года назад

hi Arijit thanks for your tutorial it was useful but gtts dose'n support farsi and I have to use the playsound for alarm but if it detect the both of yawn and sleepy eye it play the alarm two time and they get mix up can you help me what should i do???

@joyd6609 3 года назад

Thanks bro👍👍

@MOKARAHEMANTHKUMARBCE Год назад

Thank you❤

@ashutoshkarve2596 3 года назад

Thanks Bhai ❤

@piyushpatil1124 2 года назад

I am getting error that shape predictor not found . You have provided the DAT file of shape predictor . Can you please help how can i use that DAT format file to run my error

@padmeshb9890 3 года назад

Hii sir Which algorithm you can use to build this project

@gencodethailand5007 Месяц назад

Thank you so much. By the way, when I run the file, an error occurred. It said Numpy version different. In my Raspi I installed version 2.0 but in the code need version below 2.0. I'm not sure if I understand it correctly. Please help.

@user-bq6pe4jb8e Год назад

I'm looking for the best eye tracking dataset, do you know where it is?

@hargobindsingh9763 4 года назад

Hey can we implement this on an android app, using app studio?

@rohitgaikwad5497 3 года назад

How can i stop that yawning function.. Only run ear function?

@pratikkhandve4942 10 месяцев назад

Can you please change the espeak with music.wav , espeak is showing error

@akshitha6060 4 года назад

I am getting error in this Rects= detector (gray,0) in line 101 Indentation error : unexpected indent plz share the solution

@MsVideoscomicos 4 года назад

Great video guys. Does the development you did work to detect Drowsiness and Yawn at night? Should I use some kind of camera with night vision?

@SPARKLERSWeAreTheMakers 4 года назад

Yes, you can use a night vision camera for that.

@MsVideoscomicos 4 года назад

@@SPARKLERSWeAreTheMakers Thank you very much. I did several tests with Raspbeerry 3 B+, and it doesn't detect this exactly. This is very slow and inaccurate in the dark. I use an advanced usb camera with infrared, night vision that I connect to the raspberry. This USB camera works well in the dark but on my laptop, but on the raspberry it does not work well in the dark. Comparing with my laptop, my laptop is much faster, so if I work well on the laptop, but on the raspberry it is very slow and has deficiencies and does not detect well, it is not accurate. 1. Do you have an idea if with a faster micro SD memory it already solves the problem 2. Or is it better to use raspberry 4 B, and which raspberry 4 B do you recommend or is it better to detect drowsiness at night, the 2-gigabyte raspberry 4b or the 4-gigabyte?

@sahithyadevee727 3 года назад

I have done everything as you said it in the video and eveything went right,but I'm not able to get the frame that you have shown it in the video sir please can you tell me how to do it

@muhammadsalem9924 10 месяцев назад

Can I use ESP32 instead of Raspberry Pi? Please answer

@ismailnasri7241 4 года назад

Hey sir I have already an frame in video form which i display driver drowsinees detection and I want to add it to my GUI (graphiq user interface) with Tkinter

@muhammadsalem9924 10 месяцев назад

Can I use ESP32 OR any other solution instead of Raspberry Pi? Please answer

@muhammadsalem9924 10 месяцев назад

Can I use ESP32 instead of Raspberry Pi? Please answer

@amitmaji8423 3 года назад

Bro pls help me how to install dlib on python 3.7

@DeepSingh-wo1tt Год назад

Is there any RPi at low coat than RPi 3 to run OpenCV for this application?

@muhammadsalem9924 10 месяцев назад

Can I use ESP32 OR any other solution instead of Raspberry Pi? Please answer

@subbuala9837 3 года назад

is it camera work in night without lights? please reply any one

@yuvrajtiwari3485 Год назад

can we do this same project on mobile using pydroid

@ajayreddy5090 3 года назад

That's a great video and very good explanation SPARKLERS : We Are The Makers. For hardware I have Raspberry PI 4 board, What camera should I use? Will Pi NoIR camera work for this?

@muhammadsalem9924 10 месяцев назад

Can I use ESP32 instead of Raspberry Pi? Please answer

@khalidtubail 2 месяца назад

How i can make espeak work on Windows machine

@farhanashamnad1999 3 года назад

How can I install dlib in pycharm? I tried using python 3.6 and also conda environment. It is still showing error ,Sir.

@muhammadsalem9924 10 месяцев назад

Can I use ESP32 OR any other solution instead of Raspberry Pi? Please answer

@pratikkhandve9926 9 месяцев назад

Google say if you install raspberry pi os in your laptop, then it will format the laptop, is it true please reply bro

@technohas8725 3 года назад

Sir "What is the algorithm Used in This Project"

@suprajaslifestyle640 3 года назад

Which version of python used? because i am getting error while importing the modules like dlib and cv2

@lakshaypahuja2322 3 года назад

python 3 latest

@muhammadsalem9924 10 месяцев назад

Can I use ESP32 OR any other solution instead of Raspberry Pi? Please answer

@svdlaboratory7957 3 месяца назад

dlib is not getting installed what to do?

@shrutir8864 3 года назад

is there any way to convert this model to tflite to deploy it on ESP32 ? to run it locally?

@muhammadsalem9924 10 месяцев назад

Can I use ESP32 instead of Raspberry Pi? Please answer

@kunaldarwesh2481 4 года назад

can you tell that how that voice is generated

@muhammadsalem9924 10 месяцев назад

Can I use ESP32 OR any other solution instead of Raspberry Pi? Please answer

@rajdeepshaw8070 2 года назад

Hello Sir, do i have to write the - ap.add_argument("-w", "--webcam", type=int, default=0, help="index of webcam on system") .....command in line 74, if i am using a raspberry pi cam?

@rgt2573 Год назад

hi bro did it work for u???

@yashwanthreddy3084 Год назад

help me bro i have the same problem....

@yashwanthreddy3084 Год назад

@@rgt2573 did you got the solution bro?

@hitendrakolhe6496 4 года назад

Please make video on how you setup all application like python it's version , what changes need to do for beingner and as I belong to mechanical want perform to this project . What are basis setup nd installation required on new laptop

@SPARKLERSWeAreTheMakers 4 года назад

In the description of the video, I have clearly mentioned the commands to install all the libraries. And by seeing the commands you should easily understand I have used python3. And for dlib and opencv installation I have separate videos on my channel.

@sandeepyadav-yi4um 3 года назад

What if we connect the buzzer to the raspberry pi can you help me with code to play buzzer if the dirver is drowzy

@muhammadsalem9924 10 месяцев назад

Can I use ESP32 OR any other solution instead of Raspberry Pi? Please answer

@arannopaul2280 3 года назад

Sir, memory error is occurred and I can't solve it.

@shalmalsakpal2925 Год назад

Can we convert it to an app for Android ???

@Ali_ade 2 года назад

sir how to solve 'espeak' is not recognized as an internal or external command, operable program or batch file.

@muhammadsalem9924 10 месяцев назад

Can I use ESP32 OR any other solution instead of Raspberry Pi? Please answer

@bhavsaranjali5539 3 года назад

Shape=predictor(gray,rect) Type error: __call__() is not Unfinished ....Also getting this error plzzz give me solution...

@pratikkhandve4942 7 месяцев назад

Command sudo apt-get install espeak not working please reply sir

@Uselezzgamer4757 4 года назад

shape = predictor ( gray , rect ) TypeError: 'NoneType' object is not callable i am getting this error at line 109 pls can you solve bro @sparkles

@sahilbhogekar5596 2 года назад

can you tell the list of hardware components required with raspberry pi 3 for this project and that espeak works with buzzer or something else is required ????

@muhammadsalem9924 10 месяцев назад

Can I use ESP32 instead of Raspberry Pi? Please answer

@tahamushtaq3790 6 месяцев назад

So have you found or think about required objects for this project?

@faridareda5292 8 месяцев назад

Can anyone know if this is deep learning or not?

@getsettled4189 4 года назад

which algoritm u used in this project

@SPARKLERSWeAreTheMakers 4 года назад

For drowsiness detection measurement of Eye Aspect Ratio.

@_superhuman_ Год назад

Hey Sir, I am having some problems in using this on raspberry pi. It is giving this error called "ImportError : libf77blas.so.3: cannot open the shared file : No such directory"

@muhammadsalem9924 10 месяцев назад

Can I use ESP32 instead of Raspberry Pi? Please answer

@silentpaiyan3044 Год назад

Dlip i can't install how to solve this

@siddhantpegowal8827 3 года назад

Research paper bhe likha tha kya bro❤️

@nagarajrdandappanavar5091 4 месяца назад

Hii sir, Im doing IOT(respberry pi) project on this So, Can you please tell me the components that are used in this project. Please reply me fast sir. Provide me information about components to run only for Respbeery pi not on windows THANK YOU sir.

@dipeshpal5903 4 года назад

Sabas vai.keep it up

@SPARKLERSWeAreTheMakers 4 года назад

Thank you vai♥️

@yagabey 4 года назад

Great work thanks. Is that Raspberry Pi 4 or 3?

@SPARKLERSWeAreTheMakers 4 года назад

Raspberry pi 3

@devanshusingh225 3 года назад

@@SPARKLERSWeAreTheMakers how are you getting such good FPS in camera???

@muhammadsalem9924 10 месяцев назад

Can I use ESP32 OR any other solution instead of Raspberry Pi? Please answer

@binerikaacademy 3 года назад

hai , i am using windows to running this code. could you tell me what are you say in Minutes 21:26 .i can't call espeak

@ranjithshetty7078 3 года назад

U must install and add the path to espeak

@muhammadsalem9924 10 месяцев назад

Can I use ESP32 OR any other solution instead of Raspberry Pi? Please answer@@ranjithshetty7078

@prasannakumar1311 3 года назад

could u tell me about the hardware spec? Rpi model and camera spec?

@muhammadsalem9924 10 месяцев назад

Can I use ESP32 OR any other solution instead of Raspberry Pi? Please answer

@eriknovaldy7339 4 года назад

Hello sir, very nice work and video. btw, if I want to change the input from webcam to video file, is that possible? and what should I change from the coding? Your prompt reply would be appreciated, sir. Thanks!

@SPARKLERSWeAreTheMakers 4 года назад

Yes, you can do that. Just instead of reading from webcam, read frames from the video. You can use cv2.VideoCapture().

@saikiran1059 2 года назад

Hai bro

@saikiran1059 2 года назад

Hai bro

@muhammadsalem9924 10 месяцев назад

Can I use ESP32 instead of Raspberry Pi? Please answer

@Strange2309 6 месяцев назад

Can you show us hardware part as well?

@congratulations98 3 года назад

While running the git clone it is asking userid and password for githublogin to download

@congratulations98 3 года назад

Can u send the userid and psswd...

@bhavsaranjali5539 3 года назад

while i am run this code then it will gave error like this (can't open shape_predictor_68_face_landmark.dat ) file

@athaya_abi 3 года назад

download it on internet, it's like a library.

@bhavsaranjali5539 3 года назад

Can you gave me suggestions please...

@chinmayeeyeladi1172 Год назад

espeak is not working can anyone guide plzz

@joyd6609 3 года назад

Those working in windows, use playsound module of python for voice alerts. Its working..

@ramyabandaru2733 3 года назад

Getting an error while installing dlib

@ranjithshetty7078 3 года назад

Install add the path espeak

@muhammadsalem9924 10 месяцев назад

Can I use ESP32 OR any other solution instead of Raspberry Pi? Please answer

@muhammadsalem9924 10 месяцев назад

Can I use ESP32 OR any other solution instead of Raspberry Pi? Please answer@@ramyabandaru2733

@ismailnasri7241 4 года назад

i have error using espeak raspberry pi error about alsa !!!!

@muhammadsalem9924 10 месяцев назад

Can I use ESP32 OR any other solution instead of Raspberry Pi? Please answer🌹

@bassantreda2858 8 месяцев назад

Is that deep learning??

@siddhantpegowal8827 3 года назад

How to install Dlib in pycharm a complete video plz🙏🙏🙏🙏

@user-kp5li6in7w 2 года назад

Hello sir,Please, how can I translate the clip into Arabic.. I hope to reply as soon as possible, and thank you for reading my comment

@ismailnasri7241 3 года назад

Hey sir...thnks for this tutorial...i have question about yawn detection...what is the equation to calculate yawn value ?

@muhammadsalem9924 10 месяцев назад

Can I use ESP32 instead of Raspberry Pi? Please answer

@Raushankumar-rp4bg Год назад

hello bro can u solve my issue please that what i have to do in code for using the normal camera of my laptop

@muhammadsalem9924 10 месяцев назад

Can I use ESP32 OR any other solution instead of Raspberry Pi? Please answer

@hitendrakolhe6496 4 года назад

Having error in importing all lib required and you mentioned

@adarshjha1792 3 года назад

Hey, I also have same problem. Error in importing DLIB library and CB2. How Did you managed to overcome this?

@adarshjha1792 3 года назад

@Varnika Sangwan I got the solution.

@monerbenor6624 Год назад

speaker not recognized "enternal or external" :( can you help solving the speaker issue plz

@muhammadsalem9924 10 месяцев назад

Can I use ESP32 OR any other solution instead of Raspberry Pi? Please answer

@weactsmart8838 3 года назад

Hi can we speak over call?

@siamuddin9157 8 месяцев назад

How i can run it in windows 10 visual code.? What i need to do.?

@pratikkhandve9926 5 месяцев назад

Same problem bro but he is not replying 😢😢😢😢

@user-bm3xb5bh7u 2 года назад

I want data set ready

@nileshsharma2693 Год назад

hello!! sir can i do the same project on raspberry pi Zero W...?

@muhammadsalem9924 10 месяцев назад

Can I use ESP32 OR any other solution instead of Raspberry Pi? Please answer

@saikiran1059 2 года назад

Ha bro explain me about the alaram what to do if we want to get sound

@atharvakhot7801 2 года назад

Did this code work ?

@saikiran1059 2 года назад

espeak is not an intrnal or external command

@injamulhaque5439 2 года назад

is it possible in esp32cam

@muhammadsalem9924 10 месяцев назад

Can I use ESP32 OR any other solution instead of Raspberry Pi? Please answer

@meghanas8345 4 года назад

Hello sir, Very nice video. I understood the coding part, can you please attach the circuit diagram and components used in this project. It will be very helpful for us.

@SPARKLERSWeAreTheMakers 4 года назад

You just need to connect a webcam and speaker with the Raspberry Pi.

@amira982510 4 года назад

@@SPARKLERSWeAreTheMakers hello sir. "need to connect a webcam and speaker" do you refer to the laptop's webcam and speaker or you use raspberry pi camera?

@ajayreddy5090 3 года назад

@@SPARKLERSWeAreTheMakers I have executed the code but I am not able to get speaker output from raspberry PI. I installed espeak as well. Is there anything else that I need to do in order to make it work?? Please let me know. Thank you for uploading such detailed explanation.

@ajayreddy5090 3 года назад

@@SPARKLERSWeAreTheMakers I have successfully run the code and also got audio output. But there is a delay in the audio output, I'm getting sound after some lag. Is there any fix for this?? Please share thank you once again for your video.

@saikiran1059 2 года назад

@@ajayreddy5090 hai bro

@prithvirajjain9927 3 года назад

I am getting an error "Attribute Error: Nonetype object has no attribute shape" Please help

@prithvirajjain9927 3 года назад

it says can't open camera by index 0

@devanshusingh225 3 года назад

@@prithvirajjain9927 try index 1

@pinkidas5283 4 года назад

There is an error *predictor=dlib.shape_predictor('shape_predictor_68_face_landmarks.dat) AttributeError: module 'dlib' has no attribute 'shape_predictor. How to solve it

@bharathnandan2067 4 года назад

I'm getting the same error.... Did you find the solution?

@harshparmar7704 4 года назад

Hello, Try Miniconda for installing dlib.

@devanshusingh225 3 года назад

@@harshparmar7704 guys type the full address of the directory /sda/asdad/shap....dat

@devanshusingh225 3 года назад

@@bharathnandan2067 guys type the full address of the directory /sda/asdad/shap....dat

@arannopaul2280 3 года назад

Here I'm getting memory error? How I can solve this?

@cdaruncochin 3 года назад

How to autorun a program in raspberry pi

@muhammadsalem9924 10 месяцев назад

Can I use ESP32 OR any other solution instead of Raspberry Pi? Please answer 🌹

@bondevega4593 Год назад

amazing project can u add neopixel to this project?

@muhammadsalem9924 10 месяцев назад

Can I use ESP32 OR any other solution instead of Raspberry Pi? Please answer

@shubhadityamaljonia6613 4 года назад

How can I install dlib in pycharm, getting error in installing dlib after successfully installed cmake, please reply soon brother !!

@harshparmar7704 4 года назад

Hey, Try Miniconda for installing Dlib's and other packages it will help you.

@lakshaypahuja2322 3 года назад

try installing cmake first

@muhammadsalem9924 10 месяцев назад

Can I use ESP32 OR any other solution instead of Raspberry Pi? Please answer

@codebyvidya8684 2 года назад

Hello sir

@harshparmar7704 4 года назад

Which Version of Raspberry pi you used?

@SPARKLERSWeAreTheMakers 4 года назад

Raspberry pi 3 B +

@harshparmar7704 4 года назад

@@SPARKLERSWeAreTheMakers I ordered Raspberry pi 4. Can you tell me which camera do you used?

@daniyalkhan3103 4 года назад

@@SPARKLERSWeAreTheMakers Bro raspberry pi 3 is ok here?

@muhammadsalem9924 10 месяцев назад

Can I use ESP32 OR any other solution instead of Raspberry Pi? Please answer

@uppunuthulasrisaikrishna4444 2 года назад

Great sir.your code is working but alerting through alarm in pc is not getting

@muhammadsalem9924 10 месяцев назад

Can I use ESP32 OR any other solution instead of Raspberry Pi? Please answer

@mayankkhandelwal0762 Год назад

can we run the project without the use of raspberry pi and a webcam?????

@muhammadsalem9924 10 месяцев назад

Can I use ESP32 OR any other solution instead of Raspberry Pi? Please answer

@harshparmar7704 4 года назад

Hey, Whole code worked for me but the alarm or espeak showing error. Code is detecting YAWN and showing on screen but no no audio message excited.

@sindesasikalabai4185 3 года назад

hi can u please tell me how u got the output.i am running the code but it is showing that .. # if both the width and height are None, then return the AttributeError: 'NoneType' object has no attribute 'shape'.in shape detector dataset there is no data. file also not openig.can u please help me

@harshparmar7704 3 года назад

@@sindesasikalabai4185 Maybe because of dependencies. Check you installed necessary packages.

@jeffreyli3268 3 года назад

@@harshparmar7704 hi I have the same problem. There is no audio sound. I use Windows pycharm. I have installed the speak3 package. Can you tell me what package to install?

@harshparmar7704 3 года назад

@@jeffreyli3268 according to my research espeak is not working in windows. So replace sound output function using "pygame" with espeak function.

@sindesasikalabai4185 3 года назад

@daniyalkhan3103 4 года назад

Hey bro thanks from Pakistan. Would you tell me that can i use raspberry pi 3 here 2gb version or should i use any other version of raspberry pi. And which camera you use here?

@SPARKLERSWeAreTheMakers 4 года назад

You can use any raspberry pi version in the same way. You can use the 5 MP raspberry pi camera or any webcam.

@muhammadsalem9924 10 месяцев назад

Can I use ESP32 OR any other solution instead of Raspberry Pi? Please answer

@smithjanth120 3 года назад

Brother, I need your help to this. Which python did you use here? I tried with latest 3.9 and 3.7 but this wasn't working for me. Actually I'm using PyCharm. My main issue is couln't install opencv-python and dlib to my computer.

@athaya_abi 3 года назад

Use python 3.6, change the interpreter on the pycharm settings and make virtual environment.

@smithjanth120 3 года назад

@@athaya_abi Thanks for the reply. Actually It's working now

@rgt2573 Год назад

@@athaya_abi hi bro need your help in executing this project...

@athaya_abi Год назад

@@rgt2573 Hello, I can help you. Just let me know, what the problem is.

@anirudhdevpura2798 3 года назад

Bro.. How can I contact you?

@SPARKLERSWeAreTheMakers 3 года назад

Mail us at sparkler988323@gmail.com

@pratikkhandve4942 10 месяцев назад

Sir your code is working can you replace espeak with a music.wav file i have a file please provide the code it's my final year project please help sir❤❤❤❤❤

@muhammadsalem9924 10 месяцев назад

Can I use ESP32 OR any other solution instead of Raspberry Pi? Please answer