FACE RECOGNITION + ATTENDANCE PROJECT | OpenCV Python | Computer Vision

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In this video, we are going to learn how to perform Facial recognition with high accuracy. We will first briefly go through the theory and learn the basic implementation. Then we will create an Attendance project that will use a webcam to detect faces and record the attendance live in an excel sheet.
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Опубликовано:

10 июн 2020

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Комментарии : 1,7 тыс.

@jmediaonline9749 2 года назад

One of the best teachers online! Thanks so much man, love your videos

@rasheedmalik6594 3 года назад

Sir great tutorial...i wish if u could be my teacher for AI. every step explained thoroughly!!!

@avishekdutta1901 3 года назад

People like you are the real knowledge giver!!!!! Keep up the good work.............

@yousefwaelsalehelsaidkhalil 9 месяцев назад

I was working on this project for like 2 months and found that tutorial which helped me so much! Really thank you!

@n_suwannarat 2 года назад

I love your videos! Keep making these wonderful tutorials!

@amosmunezero9958 2 года назад

I just love how much detailed this tutorial is, thanks for investing quite significant time to put this together. Much appreciated

@arn3081 Год назад

Bro i m facing issue in downloading face recognition package n dlib ,same we r facing in pycharm .bro which terminal should i use ,we were working on windows 10 . Pls bro help me

@benettsif4147 2 года назад

I wish in the future i ll be able to help people as much as you do. Your tutorial rocks. Welldone!!!!

@rajatvardam2787 Год назад

You are awesome. This video is lit. Words cannot express how easy this was and what a beautiful learning experience this was. Thankyou so much. People like you make this world beautiful and I hope I can be just like you when I grow up. I'm 17 BTW

@yontenjamtsho1539 4 года назад

Another great video. Thank you for uploading

@murtazasworkshop 4 года назад

Glad you enjoyed it

@karthikeyan7051 4 года назад

Thanks a lot Murtaza, I was about to develop this application for my own. Finally you made it simple.

@murtazasworkshop 4 года назад

You are most welcome

@ahmedbishree9429 3 года назад

@@murtazasworkshop Dear Murtaza thanks very much for the great work, when I start the face-recognition session on live webcam it was very slow, appreciate it if there is any way to make it faster.

@nueledward652 3 года назад

error: (-215:Assertion failed) !_src.empty() in function 'cvtColor' this is the error i keep getting. pls can u help? time play is 28:25 .it cant convert to rgb

@gauravgupta4847 3 года назад

@@murtazasworkshop in which part of the code we use SVM?

@ashishmartin5985 2 года назад

@Maryam Ashraf do it with the help of cascades

@lebarnelismebarnelisme3576 3 года назад

Wow!! What an awesome tutorial. Thank you so much!

@kipenolemayian Год назад

I became from a zero to a hero in OpenCv in just under 2 hours. Thumbs up man! Love your show

@aditithakur9281 Год назад

but what about getting unknown_image

@Raketenclub 3 года назад

your tutorials are absolutely awesome! i watched them the whole day for the last days and will repeat. thank you so much. i was using opencv years ago with c and later with c++ using just one book without any knowledge (and still got useful results). but python is much more comfortable, even if i am not yet in python at all. i just learned so much from you! thanks so much! did not write a single line of code yet, but it feels like im in already :)

@shaikehtesham4996 Год назад

Bro I can't able to install dlib and face recognition please help me bro

@mominaazam3143 Год назад

@@shaikehtesham4996 facing the same issue

@fasteddieguitar1891 Год назад

@@shaikehtesham4996 uninstalling python and reinstalling everything plus VS C++ helped but the code on github doesn;t match..no imagesbasic files and there's an import missing for numpy on the project downloaded as a zip. I tried adding a couple of jpgs but the configuration errors costs a lot of time ..is there another project link that I'm missing?

@orange6762 Год назад

Can ik which algorithm he used ???

@secureguru4443 10 месяцев назад

Whom I contact regarding same I want give solutions one of Cusotmer

@murtazasworkshop 4 года назад

Upon request from one of the viewers, I have added the code for labeling unkonwn faces as well. The code is available at the blog post under the heading 'Labeling Unknown faces as well' www.murtazahassan.com/courses/opencv-projects/ What would you like to see next? If you have any suggestions comment below.

@sankasuvarna1764 4 года назад

Sir elobarate the code to not only detecting their faces but also their movement tracking too means in a simple way it should work like a cctv camera should recognize the faces in video and should capture and store the faces along with thier names so if any unknown person enters in the video it should store as unknown face sir pls do this sir i will be very thankful to u

@snehalchodankar6538 4 года назад

Sir, can we limit the number of faces detected...? I tried this code but whenever web cam loads up and starts detecting faces, it lags a lot... So I wanted to limit my webcam to record 1 face at a time... Is it possible to make this change..?

@harrymackfanclub9067 3 года назад

How can we convert this project into app?

@moeezatlas5914 3 года назад

Murtaza bhai can you add a simple GUI to this too please

@Zehdari 3 года назад

I’d be interested to see your implementation of pose estimation

@Singer_Sonali 2 года назад

Your tutorial... just awesome and clears all the doubts automatically

@shijudshijud5280 3 года назад

Thankyou sir for this wonderful class It's so helpful for my project also

@Davet998 4 года назад

Great job! I appreciate all the effort going into making these videos.

@murtazasworkshop 4 года назад

Thank you. Glad you like them!

@nueledward652 3 года назад

error: (-215:Assertion failed) !_src.empty() in function 'cvtColor' this is the error i keep getting. pls can u help? time play is 28:25 .it cant convert to rgb

@arshadfarooqui4984 2 года назад

@@murtazasworkshop can you send a send the source code of your project

@Zehdari 3 года назад

Excellent explanation. It's so clear that anyone can figure this stuff out.

@murtazasworkshop 3 года назад

Glad you think so!

@__3093 3 года назад

@@murtazasworkshop yeah it's really easy, I had problems installing face_recognition and dlib libraries and you helped a lot :D

@koushikmuthesh3859 3 года назад

@@__3093 I too face a problem installing face_recognition and dlib suggest a solution

@Jimmy-vq6jk 3 года назад

@@murtazasworkshop Running the following code shows an error →→ (ModuleNotFoundError: No module named 'face_recognition') import cv2 import numpy as np import face_recognition imElon = face_recognition.load_image_file('D:/Python-OpenCV/Elon Musk .jpg') imElon = cv2.cvtColor(imElon,cv2.COLOR_BGR2RGB) imTest = face_recognition.load_image_file('D:/Python-OpenCV/Elon Test .jpg') imTest = cv2.cvtColor(imTest,cv2.COLOR_BGR2RGB) cv2.imshow('Elon Musk .jpg',imElon) cv2.imshow('Elon Test .jpg',imTest) cv2.waitKey(0)

@mohamedriyaz3980 3 года назад

@@murtazasworkshop what algorithm you are using sir

@davidallan6036 3 года назад

Excellent, very well presented. Thank you

@yummycandyy 3 года назад

this helps so much for my current course. love from Indonesia

@VallsLar 4 года назад

Great job man! This code is awesome! I am very impressed how good the face recognition system is by learning with just one photo!!! Keep bringing more videos like this!

@murtazasworkshop 4 года назад

Thank you, I will

@murtazasworkshop 4 года назад

Thank you, I will

@murtazasworkshop 4 года назад

Thank you, I will

@mayankbajpai9871 2 года назад

@@murtazasworkshop My mak attendance function is repeatedly entering same entries again and again creating many entries for one person

@candrasniper3404 2 года назад

@@mayankbajpai9871 use "if not", so that it wont printed repeatly.

@dragosdalta4317 2 года назад

Very impressive code and description. Thank you very much to put so much patience and style combined with originality in ur video. It is very helpful to learn smth new when u have a person who knows how to explain things. Legend !!!

@murtazasworkshop 2 года назад

Thank you for your kind words

@d3w4_jud1 2 года назад

@@murtazasworkshop what algorithm is used in this program?

@shreyasbharitkar9858 Год назад

@@murtazasworkshop what about next day's attendance

@amierahhanis8144 3 года назад

Thank you very much for the clear explanation! I've followed until the end and it works really well! Your accent is understandable for me and you showed everything in detail. Again, your contribution to public is very much appreciated. Again, thank you very much!

@srikantpanigrahi9321 3 года назад

Hi Amierah, I am getting error in ocde, is that possible to provide the file in my email id i.e srikant143@gmail.com, thanks in advance

@shiny_retriever 2 года назад

Hey i have not tried yet... Please tell if it really work.... I have to do this as a project ... So it's very urgent... Please sir🙂

@shiny_retriever 2 года назад

@@srikantpanigrahi9321 sir did you got the solution to your error?

@ulansharshenbaev6694 2 года назад

I am shocked no dislike on your tutorial.)) Very good)) I can't stop watching your videos.))

@ragulshan6490 4 года назад

You're doing an amazing job man!!! I thought OpenCV would be hard to learn, but you proved me wrong!! I was anxious whenever i think about OPENCV, but you made it as a piece of cake.!!

@murtazasworkshop 4 года назад

I am glad it was helpful

@kamakiapeter7815 3 года назад

great teacher indeed. i had no idea what opencv even.

@MothukuriKavya 2 года назад

@Ragul Shan hey,can you tell me the prerequisites for this project.?

@monihareddy5491 3 года назад

Just took 5 minutes to fall in love with the tutorial. Thank you so much, made my day.

@neelsoni13062 Год назад

Most Amazing Channel to Learn OpenCv most easily and interestingly 🙏🙏🙏❣️❣️❣️❣️❣️

@music_shenu 2 года назад

Thank you so much sir! I completed this video successfully. Looking forward for more tutorials.

@HelloKnowledgeofficialchannel 3 года назад

Finally, I become successful to run this project. Thanks a lot sir

@apekshadekate6853 3 года назад

did the encodings work properly in the correct way? IDK why but in mine, the encodings are matching for the different persons!

@VishalSharma-ks6ip 3 года назад

Bro can u tell me how to add those images?

@shiny_retriever 2 года назад

@@VishalSharma-ks6ip same question vishal.... Did you got the answer to your doubt plss reply

@brandonordonez9317 2 года назад

Hi! Does it work when you're wearing glasses, accessories on your face?

@padminidamale3729 2 года назад

@@VishalSharma-ks6ip no need to add images. When you run this project it on your webcam and just you have to show image to that webcam.

@zizo8737 3 года назад

We need more ppl like u ❤️

@fubukisophicha8831 3 года назад

yes

@VOCEVOCEaaa 3 года назад

Of course

@bloomming_9834 3 года назад

what a great explenation, thank you so much, it's help me a lot

@kayaba_atributtion2156 3 года назад

Awsome Tutorial Murtaza!!! Thank you very much, it was clear and straight forward. like and new sub :)

@shamita2724 3 года назад

i have just implemented this thank you for this amazing projects

@srikantpanigrahi9321 3 года назад

Hi Girl, is that possible to send the project in my email id? your help will be appriciated, thanks in advance.

@be_a_16_sahanamhegde35 2 года назад

I want this project plz can you please provide me

@vinayakdamodar1886 2 года назад

Ya can you please send to my email

@phil7455 2 года назад

Really enjoying these walk throughs. Been trying to get my head round OpenCV and these series are showing some great examples. Now just trying to figure out how to remove the IF loop, so every time a face is detected it's logged for an entry door system.

@murtazasworkshop 2 года назад

Good luck

@phil7455 2 года назад

@@murtazasworkshop Thanks. It was actually pretty simple thanks to the explanation; just swap the 'if name not in nameList:' to 'if datetime_now() not in namelist:'. Yes, the CSV file can be quite big, but that's easy too edit after the event.

@akashpujari2478 2 года назад

@@phil7455 How did you attatched csv file?

@phil7455 2 года назад

@@akashpujari2478 CSV can be read by Excel; can see the first name, then search all instances, and delete all but the first and last. There's probably an automated way of doing it - show first name entry, show last name entry - but haven't had a need for that level of interaction.

@techieforall 2 года назад

@@murtazasworkshop sir i am running the code but i think while loop isn't ending and it is continously going on without terminating

@pragya_mishra 3 года назад

Nice video...😊 Helped me in my project.Thanks.

@user-iq8uf9ug1c Год назад

I'm a beginner,I learned a lot about coding from this video thank you!😀😀

@khalilalmoayad3827 4 года назад

Thanks a lot man, this will help me a lot with my graduation project

@murtazasworkshop 4 года назад

Glad I could help!

@faisalbilal6054 3 года назад

I'm also watching for my graduation project 😄 Hope it goes good

@mohammadosama4709 3 года назад

Can we consider this project as major project?

@lakshaytaneja2810 3 года назад

actually, i am also building my major project, so if anyone has done some advancements in this project that could help, please contact

@raiyan22 3 года назад

@@mukulmalviya1605 Hi, I am also digging into this project pretty seriously :) Thanks

@bigboi7140 4 года назад

YES THANK YOU SO MUCH SIR I LITERALLY ASKED FOR THIS IN A PREVIOUS VIDEO

@murtazasworkshop 4 года назад

Yes, this video was based on the request .

@bigboi7140 4 года назад

@@murtazasworkshop thank you sir

@Bmahmoud14 3 года назад

@@bigboi7140 am working on the jetson nano,,i got the error "FileNotFoundError: [Errno 2] No such file or directory: 'Attendance.csv' " why is this happening

@CasualTraveller99 3 года назад

Very nicely explained. Awesome!

@mokshajain7019 3 года назад

Thank you so much for this super simple explanation.

@averno6174 4 года назад

Sir, just discovered your channel few days ago. I've been looking for something like this for many time. This is absolutely awesome and useful, well explained and with clear code and examples. Even easier than EmguCV with C# and other similar stuff I've been looking around. So, congrats and many, many thank for share this (and all the other videos in your channel; wish I have enougth time to watch every single one) Maybe next chapter tts with Python with pyttsx3 and / or speech reco with pocketsphynx?

@murtazasworkshop 4 года назад

Thanks and welcome . regarding tts tutorial i will look into it

@d3w4_jud1 Год назад

@@murtazasworkshop Bruh i really like your video ❤ may i know what algorithm is used? Cnn, k nearest neighbor or eignface 🙏

@sharjeelkhalidchaudhry3314 3 года назад

Thanks for the amazing tutorial appreciate your effort for this . I have a Question and I will be grateful if I get answered :) in the blog you mentioned this : we want to draw a rectangle around them. For that reason, we're going to use OpenCV to draw, and we'll first convert the image from RGB to BGR since OpenCV uses BGR. Doing that is as simple as: image = cv2.cvtColor(image, cv2.COLOR_RGB2BGR) but in the video you are saying that we have to convert it into RGB and also using cv2.COLOR_RGB2BRG waiting for your response have a great time

@madhusreerana4595 2 года назад

Yeah, even I was confused for the first time. Actually what he said in the video was wrong, and what is there in the blog is correct. In the video, it should've been the other way round.

@ranganathamp3017 2 года назад

Where is that blog?? Can u provide me with the link??

@Red_Squad 2 года назад

Excellent tutorial. Such a simple solution..i am very happy and enjoy python .

@Nicole-se7zj 3 года назад

This is a super fun project and everything works perfectly. Thank you for sharing this!

@enudemejonathan4057 3 года назад

I have been trying to implement this but I have been having difficulties installing the dependencies, I can't even find dlib, and face-recognition libraries

@dhivyak2889 Год назад

Which python version are using ?

@shariquemansoor719 3 года назад

It will be really helpful if you can provide help on deploying this on flask as most of the people faces major challenge on that

@raiyan22 3 года назад

flask or django would be really awesome :) Thank you Murtaza sir

@smrjt9102 4 года назад

I hope u get crores of views in this vdo. #pray

@murtazasworkshop 4 года назад

Thank you for your kind prayer

@lucaspioli7970 2 года назад

Amazing video, very helpfull. Thank you so much.

@pyoushmadan301 2 года назад

sir you are perfect in giving tutorial and I am so happy to learn with you thanks a lot

@girlengineer23 4 года назад

Sir you are really helping us a lot. Your videos are very useful, I am implementing all your projects and I am gaining a lot of Knowledge. Thank you so much.

@murtazasworkshop 4 года назад

Glad to hear that

@nueledward652 3 года назад

error: (-215:Assertion failed) !_src.empty() in function 'cvtColor' this is the error i keep getting. pls can u help? time play is 28:25 .it cant convert to rgb

@shiny_retriever 2 года назад

@Maryam Ashraf hey did you get the solution to your problem?,

@ozcinemarob 2 года назад

Excellent tutorial. Such a simple solution and when combined with some text to speech, would make a great voice welcome system at the office. I have a quick question about the list capacity of a reference image library - do you have an approximate memory usage per 100 reference photos? Could this handle a few 1000 reference images and if os, would it run relatively fast? Many thanks for this.

@johnsmith-fz5pz Год назад

yeah good welcome system. I would cover my face going into your silly office if you did this

@harshitjaysansharma9379 Год назад

@@johnsmith-fz5pz yeah lol I thought same it will really look lame xD

@loanpia7718 Год назад

wow, this is the best tutorial, I really appreciate your lecture, I have a better understanding of the idea of this project, I have changed some components as follows, I add a branch condition with strangers and add embeddings to a pickle file, that will reduce the process of getting "encodelistknown", I will continue to append new images like yours 51:16 to the postgresql database, that's all I mean if you want to reduce the execution time

@Cihangirtp 3 года назад

Bro great job really!!! you deserve more

@cocoph 3 года назад

Excellent job Murtaza. Finally, I can clearly understand how it works from scratch. Are there any possible ways to optimize the recognition frame rate?

@workingthecode2756 2 года назад

Coral USB Accelerator

@mohdshahnawaz7609 2 года назад

does it uses CNN ,if yes which one?

@sedgesv4787 3 года назад

70% Indians watching this

@athiambonyabundi 2 года назад

All in all awesome presentation mate. Kudos

@kavithamangalagiri2495 10 месяцев назад

That was vey neatly executed. Good explanation sir! Keepup the good work and keep sharing the knowledge. Thank you sir

@mahmood4735 3 года назад

Hello Master ,I really appreciated for this clear and helpful tutorial , just if is possible please say how to have one more value in Output ,I mean how to add real Date ( .Name ,Date,Time.)

@mohammedusama5869 3 года назад

First add date to the .csv file, then go to the function in code where the time was added, create a variable for date just like one which was created for time, use datetime library to add date. Follow same procedure

@naraniyamini7765 2 года назад

@@mohammedusama5869 how to create resource folder to save test images?

@alykhanrajan871 3 года назад

Can anyone explain how to do the visual studio code installation with c++ on a mac

@yuliang3951 Год назад

Impressive very friendly for beginners

@faryzryz1482 3 года назад

Wow , what a great tuto , thanks alot !

@karryvenkatesh5116 3 года назад

Excellent Video. I have one doubt regarding attendance project. Like, if someone shows a photo of another employee (as you were doing) then that will be recorded in database. How to avoid such frauds?

@gotoshafeeq 3 года назад

for such smart attendance systems, mostly people deploy fingerprint to avoid such malpractices..

@sakshigoyal65 3 года назад

thanku so much this really helped me and i made this whole project by following this whole tutorial and as i am a beginner in python i made this project and i am really happy

@murtazasworkshop 3 года назад

That's great! Congrats

@alfonsogarcia2043 2 года назад

I've learned so much. Thanks!

@dinabandhumaiti5863 2 года назад

This project is awesome man. Thanks a lot.

@a2ur4 3 года назад

Hi Sir, I followed this tutorial closely and managed to create one of my own. For my project, my file name for images is quite long. Is there a code i could write to perform a wrap text to be displayed?

@lebanesestein4942 3 года назад

ru-vid.com/video/%D0%B2%D0%B8%D0%B4%D0%B5%D0%BE-vGCEwSspKgA.html Better project

@atararushi4831 Год назад

Can this detect multiple faces while tracking attendance

@tusharkhakhi3222 3 года назад

Nice explanation sir. Thank you so much for this

@karthiknair1430 3 года назад

Superbly explained 👌

@falsedragon33 3 года назад

Such scary AI that would be fooled by growing a beard. I'm still waiting for you do get voice recognition correct.

@someoneawesome6344 3 года назад

loved the tutorial, is there any way i can run this on aa android phone ? any suggestions would be helpful.

@ramikshagc1040 3 года назад

i'm also looking for that.

@kay2care 2 года назад

Happy to come in contact with you, Thanks. Love from Nigeria.

@rajmeetsingh1625 2 года назад

Great one, Sir I request you kindly share one video session on face recognition and labeling into speech .

@brechtdebackere 3 года назад

Out of curiosity, how well does this work with 5000 faces in stead of just 3?

@muhammadahmad8598 Год назад

I want to know too

@rohankurdekar7920 4 года назад

Sir, this is great content but i would like to know how to do this on live stream in web-app

@zaeemmalik5324 3 года назад

i think you can stream the video of webcam on the browser..

@badcookie2975 3 года назад

Use flask or django for it.

@mrcoeus 2 года назад

This video is brilliant. Thank you :)

@asimkhas8185 3 года назад

Nice work mahn 💥

@Mns99able 3 года назад

Great tutorial Murtaza. I have a question...Can we store image encodings somewhere so that we don't need to calculate it every time. Let say I have 20 images of me (used to achieve accuracy) and total around 100+ images in that folder. To find encoding of 100 images again and again will increase the time complexity of the program.

@emrulhasanpiam90 3 года назад

just split the code into 2 py file at 1st file get the encode data and save it in a CSV file as array. in 2nd file just load the encoded data from that CSV file and do the recognition.

@beinline2278 3 года назад

@@emrulhasanpiam90 can you help me i make same project but i continuously mark attendance. it mark myself 1000 times ow can i make it one person at a time

@stephenkpabiteyteye9955 2 года назад

@@emrulhasanpiam90 Interesting

@madhavkarpur4594 3 года назад

Can you show how to implement Liveness Detection in this, This code can be easily spoofed.

@cyberstate_tech 3 года назад

Try eye blink detection

@surajyadhav9796 3 года назад

ru-vid.com/video/%D0%B2%D0%B8%D0%B4%D0%B5%D0%BE-RO7KrsICvaU.html

@ahhhwhysocute 2 года назад

Thank you for this video, the explanations were great and easy to follow

@vinay_dias 2 года назад

did it work ?

@ducnguyen4973 Месяц назад

Nice tutorial, thank you so much

@kugisakinobara4037 3 года назад

Thankyou, i watch this cause i want to be like nam do san in startup series lmao

@baller10zin21 3 года назад

Haha...lamao😂😂

@Pranav9894 Год назад

When I tried to install dlib its giving me an error

@quoctam1719 3 года назад

The great channel which I had watched

@joaquimrs13 3 года назад

Great stuff!!

@qppen4726 3 года назад

the rectangle is too big, how can i make it smaller?

@SebastianMihailCiocoiu 3 года назад

Yeah man I have the same issue. The top top-left part of the rectangle its alligned with the face, but the left-bottom part its way off. Did u find any fix?

@AdandKidda 3 года назад

Is it possible: "Single click to mark attendance of 30 students, at a time"

@hacmak4095 3 года назад

That will require more computing power as you have to find the total faces available in the class and then create a thread for each face found that will return you the attendance.

@ayushkesarwani5378 3 года назад

Man...🔥🔥🔥🔥🔥🔥🔥🔥🔥🔥🔥🔥🔥🔥🔥🔥🔥🔥🔥🔥🔥🔥🔥🔥🔥🔥🔥🔥 best explanation ... Too good..

@aadeshdas 2 года назад

Outstanding explanation

@fishbay9502 3 года назад

Me: making this Also me: scanning my cat Result: dog

@Siaa143 3 года назад

ERROR: Command errored out with exit status 1: While installing dlib Library . please reply what to do

@cyberstate_tech 3 года назад

You are low on memory. Increase free space

@danisgadkari8053 3 года назад

Great project man

@AshuutoshhSin 3 года назад

Thank you soo much Man, It helped alot!

@armantech5926 Год назад

That is Amazing, Thank You!

@buvanyashri5398 Год назад

REALLY GOOD JOB! THANKS

@ashishranjan474 2 года назад

awesome sir ... thanks a lot ... you saved my degree

@walidramdani3953 2 года назад

Thank you for this tutorial its very helpful :)

@TheJay6621 3 года назад

Very Well explained.. Keep it up Bro..

@VIGNESHG-jj4ej Год назад

Very very thank you sir. you teaching is awesome. and also thank you sir for helping the students like me to who dont have enough money to study sir. You're great sir.