FACE RECOGNITION + ATTENDANCE PROJECT | OpenCV Python | Computer Vision

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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[@jmediaonline9749]

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

[@rasheedmalik6594]

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

[@avishekdutta1901]

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

[@benettsif4147]

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

[@n_suwannarat]

I love your videos! Keep making these wonderful tutorials!

[@amosmunezero9958]

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

[@arn3081]

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

[@rajatvardam2787]

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

[@lebarnelismebarnelisme3576]

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

[@Raketenclub]

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]

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

[@mominaazam3143]

@@shaikehtesham4996 facing the same issue

[@fasteddieguitar1891]

@@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]

Can ik which algorithm he used ???

[@secureguru4443]

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

[@VallsLar]

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]

Thank you, I will

[@murtazasworkshop]

Thank you, I will

[@murtazasworkshop]

Thank you, I will

[@mayankbajpai9871]

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

[@candrasniper3404]

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

[@shijudshijud5280]

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

[@Singer_Sonali]

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

[@dragosdalta4317]

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]

Thank you for your kind words

[@d3w4_jud1]

@@murtazasworkshop what algorithm is used in this program?

[@shreyasbharitkar9858]

@@murtazasworkshop what about next day's attendance

[@Davet998]

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

[@murtazasworkshop]

Thank you. Glad you like them!

[@nueledward652]

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]

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

[@yousefwaelsalehelsaidkhalil]

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

[@yummycandyy]

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

[@karthikeyan7051]

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

[@murtazasworkshop]

You are most welcome

[@ahmedbishree9429]

@@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]

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]

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

[@ashishmartin5985]

@Maryam Ashraf do it with the help of cascades

[@ragulshan6490]

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]

I am glad it was helpful

[@kamakiapeter7815]

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

[@MothukuriKavya]

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

[@davidallan6036]

Excellent, very well presented. Thank you

[@kayaba_atributtion2156]

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

[@yontenjamtsho1539]

Another great video. Thank you for uploading

[@murtazasworkshop]

Glad you enjoyed it

[@Zehdari]

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

[@murtazasworkshop]

Glad you think so!

[@__3093]

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

[@koushikmuthesh3859]

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

[@Jimmy-vq6jk]

@@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]

@@murtazasworkshop what algorithm you are using sir

[@amierahhanis8144]

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]

Hi Amierah, I am getting error in ocde, is that possible to provide the file in my email id i.e [e-mail], thanks in advance

[@shiny_retriever]

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]

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

[@senali]

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

[@monihareddy5491]

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

[@phil7455]

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]

Good luck

[@phil7455]

@@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]

@@phil7455 How did you attatched csv file?

[@phil7455]

@@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]

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

[@neelsoni13062]

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

[@bloomming_9834]

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

[@zizo8737]

We need more ppl like u ❤️

[@fubukisophicha8831]

yes

[@VOCEVOCEaaa]

Of course

[@averno6174]

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]

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

[@d3w4_jud1]

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

[@ulansharshenbaev6694]

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

[@mokshajain7019]

Thank you so much for this super simple explanation.

[@sharjeelkhalidchaudhry3314]

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]

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]

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

[@shamita2724]

i have just implemented this thank you for this amazing projects

[@srikantpanigrahi9321]

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]

I want this project plz can you please provide me

[@vinayakdamodar1886]

Ya can you please send to my email

[@Red_Squad]

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

[@kavithamangalagiri2495]

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

[@HelloKnowledgeofficialchannel]

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

[@apekshadekate6853]

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

[@VishalSharma-ks6ip]

Bro can u tell me how to add those images?

[@shiny_retriever]

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

[@brandonordonez9317]

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

[@padminidamale3729]

@@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.

[@bigboi7140]

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

[@murtazasworkshop]

Yes, this video was based on the request .

[@bigboi7140]

@@murtazasworkshop thank you sir

[@Bmahmoud14]

@@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

[@user-iq8uf9ug1c]

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

[@loanpia7718]

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

[@cocoph]

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]

Coral USB Accelerator

[@mohdshahnawaz7609]

does it uses CNN ,if yes which one?

[@girlengineer23]

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]

Glad to hear that

[@nueledward652]

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]

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

[@pyoushmadan301]

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

[@yuliang3951]

Impressive very friendly for beginners

[@khalilalmoayad3827]

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

[@murtazasworkshop]

Glad I could help!

[@faisalbilal6054]

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

[@mohammadosama4709]

Can we consider this project as major project?

[@lakshaytaneja2810]

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

[@raiyan22]

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

[@ozcinemarob]

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]

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

[@harshitjaysansharma9379]

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

[@athiambonyabundi]

All in all awesome presentation mate. Kudos

[@Cihangirtp]

Bro great job really!!! you deserve more

[@shariquemansoor719]

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]

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

[@murtazasworkshop]

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]

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]

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]

How can we convert this project into app?

[@moeezatlas5914]

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

[@Zehdari]

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

[@kipenolemayian]

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

[@aditithakur9281]

but what about getting unknown_image

[@pragya_mishra]

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

[@mahmood4735]

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]

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]

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

[@smrjt9102]

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

[@murtazasworkshop]

Thank you for your kind prayer

[@lucaspioli7970]

Amazing video, very helpfull. Thank you so much.

[@dinabandhumaiti5863]

This project is awesome man. Thanks a lot.

[@sakshigoyal65]

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]

That's great! Congrats

[@karryvenkatesh5116]

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]

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

[@tusharkhakhi3222]

Nice explanation sir. Thank you so much for this

[@faryzryz1482]

Wow , what a great tuto , thanks alot !

[@rohankurdekar7920]

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

[@zaeemmalik5324]

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

[@badcookie2975]

Use flask or django for it.

[@alykhanrajan871]

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

[@Nicole-se7zj]

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

[@enudemejonathan4057]

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]

Which python version are using ?

[@TravelBharatIndia]

Very nicely explained. Awesome!

[@someoneawesome6344]

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

[@ramikshagc1040]

i'm also looking for that.

[@a2ur4]

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]

kzbin.info/www/bejne/rHimdqqJqNV-naM Better project

[@karthiknair1430]

Superbly explained 👌

[@rajmeetsingh1625]

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

[@falsedragon33]

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

[@Mns99able]

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]

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]

@@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]

@@emrulhasanpiam90 Interesting

[@kay2care]

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

[@VIGNESHG-jj4ej]

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.

[@madhavkarpur4594]

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

[@cyberstate_tech]

Try eye blink detection

[@surajyadhav9796]

kzbin.info/www/bejne/iICafKWpfqipl7c

[@kugisakinobara4037]

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

[@baller10zin21]

Haha...lamao😂😂

[@ducnguyen4973]

Nice tutorial, thank you so much

[@quoctam1719]

The great channel which I had watched

[@atararushi4831]

Can this detect multiple faces while tracking attendance

[@sedgesv4787]

70% Indians watching this

[@alfonsogarcia2043]

I've learned so much. Thanks!

[@TheJay6621]

Very Well explained.. Keep it up Bro..

[@brechtdebackere]

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

[@muhammadahmad8598]

I want to know too

[@Pranav9894]

When I tried to install dlib its giving me an error

[@aadeshdas]

Outstanding explanation

[@mrcoeus]

This video is brilliant. Thank you :)

[@qppen4726]

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

[@SebastianMihailCiocoiu]

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?

[@fishbay9502]

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

[@danisgadkari8053]

Great project man

[@joannaw3842]

Thank You Sir - it was great fun to code with Your tutorial!!!! I dream about face recognition app - this is great start point :D.

[@murtazasworkshop]

Glad it was helpful! Now try to deploy it on a website.

[@samuelmalgwi9205]

@@murtazasworkshop Please Sir, I sent you a Dm via Instagram. Thanks

[@Siaa143]

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

[@cyberstate_tech]

You are low on memory. Increase free space

[@AdandKidda]

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

[@hacmak4095]

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.

[@dedisupardi2815]

excellent thanks for share it for us to learn

[@asimkhas8185]

Nice work mahn 💥

[@ranasproductions4882]

amazing sir thanks for your important time

[@ayushkesarwani5378]

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

[@yashv1001]

Completed the project thanks so much❤

[@ahhhwhysocute]

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

[@vinay_dias]

did it work ?

[@ashishranjan474]

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

[@walidramdani3953]

Thank you for this tutorial its very helpful :)

[@robiansyahchubiel870]

I am from Indonesian, thanks sir youre tutorials is amazing.

[@joaquimrs13]

Great stuff!!