FACE RECOGNITION + ATTENDANCE PROJECT | OpenCV Python | Computer Vision
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- Опубліковано 10 чер 2020
- 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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![The moment we stopped understanding AI [AlexNet]](http://i.ytimg.com/vi/UZDiGooFs54/mqdefault.jpg)
One of the best teachers online! Thanks so much man, love your videos
Finally, I become successful to run this project. Thanks a lot sir
did the encodings work properly in the correct way? IDK why but in mine, the encodings are matching for the different persons!
Bro can u tell me how to add those images?
@@VishalSharma-ks6ip same question vishal.... Did you got the answer to your doubt plss reply
Hi! Does it work when you're wearing glasses, accessories on your face?
@@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.
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 :)
Bro I can't able to install dlib and face recognition please help me bro
@@shaikehtesham4996 facing the same issue
@@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?
Can ik which algorithm he used ???
Whom I contact regarding same I want give solutions one of Cusotmer
I just love how much detailed this tutorial is, thanks for investing quite significant time to put this together. Much appreciated
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
Sir great tutorial...i wish if u could be my teacher for AI. every step explained thoroughly!!!
Thanks a lot Murtaza, I was about to develop this application for my own. Finally you made it simple.
You are most welcome
@@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.
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
@@murtazasworkshop in which part of the code we use SVM?
@Maryam Ashraf do it with the help of cascades
I love your videos!
Keep making these wonderful tutorials!
People like you are the real knowledge giver!!!!! Keep up the good work.............
Excellent explanation. It's so clear that anyone can figure this stuff out.
Glad you think so!
@@murtazasworkshop yeah it's really easy, I had problems installing face_recognition and dlib libraries and you helped a lot :D
@@__3093 I too face a problem installing face_recognition and dlib suggest a solution
@@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)
@@murtazasworkshop what algorithm you are using sir
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!
Thank you, I will
Thank you, I will
Thank you, I will
@@murtazasworkshop My mak attendance function is repeatedly entering same entries again and again creating many entries for one person
@@mayankbajpai9871 use "if not", so that it wont printed repeatly.
I was working on this project for like 2 months and found that tutorial which helped me so much! Really thank you!
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 !!!
Thank you for your kind words
@@murtazasworkshop what algorithm is used in this program?
@@murtazasworkshop what about next day's attendance
Another great video. Thank you for uploading
Glad you enjoyed it
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.!!
I am glad it was helpful
great teacher indeed. i had no idea what opencv even.
@Ragul Shan hey,can you tell me the prerequisites for this project.?
I wish in the future i ll be able to help people as much as you do. Your tutorial rocks. Welldone!!!!
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!
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
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🙂
@@srikantpanigrahi9321 sir did you got the solution to your error?
Great job! I appreciate all the effort going into making these videos.
Thank you. Glad you like them!
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
@@murtazasworkshop can you send a send the source code of your project
Just took 5 minutes to fall in love with the tutorial. Thank you so much, made my day.
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
Wow!! What an awesome tutorial. Thank you so much!
70% Indians watching this
We need more ppl like u ❤️
yes
Of course
Thankyou sir for this wonderful class
It's so helpful for my project also
Your tutorial... just awesome and clears all the doubts automatically
Thanks a lot man, this will help me a lot with my graduation project
Glad I could help!
I'm also watching for my graduation project 😄
Hope it goes good
Can we consider this project as major project?
actually, i am also building my major project, so if anyone has done some advancements in this project that could help, please contact
@@mukulmalviya1605 Hi, I am also digging into this project pretty seriously :) Thanks
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.
Good luck
@@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.
@@phil7455 How did you attatched csv file?
@@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.
@@murtazasworkshop sir i am running the code but i think while loop isn't ending and it is continously going on without terminating
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
This is a super fun project and everything works perfectly. Thank you for sharing this!
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
Which python version are using ?
i have just implemented this thank you for this amazing projects
Hi Girl, is that possible to send the project in my email id? your help will be appriciated, thanks in advance.
I want this project plz can you please provide me
Ya can you please send to my email
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.
Glad to hear that
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
@Maryam Ashraf hey did you get the solution to your problem?,
Most Amazing Channel to Learn OpenCv most easily and interestingly 🙏🙏🙏❣️❣️❣️❣️❣️
Excellent, very well presented. Thank you
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?
Thanks and welcome . regarding tts tutorial i will look into it
@@murtazasworkshop
Bruh i really like your video ❤
may i know
what algorithm is used?
Cnn, k nearest neighbor or eignface 🙏
YES THANK YOU SO MUCH SIR I LITERALLY ASKED FOR THIS IN A PREVIOUS VIDEO
Yes, this video was based on the request .
@@murtazasworkshop thank you sir
@@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
I became from a zero to a hero in OpenCv in just under 2 hours.
Thumbs up man! Love your show
but what about getting unknown_image
this helps so much for my current course. love from Indonesia
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
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.
Where is that blog?? Can u provide me with the link??
Excellent job Murtaza. Finally, I can clearly understand how it works from scratch.
Are there any possible ways to optimize the recognition frame rate?
Coral USB Accelerator
does it uses CNN ,if yes which one?
Awsome Tutorial Murtaza!!! Thank you very much, it was clear and straight forward. like and new sub :)
Thank you so much sir! I completed this video successfully. Looking forward for more tutorials.
Can anyone explain how to do the visual studio code installation with c++ on a mac
I hope u get crores of views in this vdo. #pray
Thank you for your kind prayer
what a great explenation, thank you so much, it's help me a lot
sir you are perfect in giving tutorial and I am so happy to learn with you
thanks a lot
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
That's great! Congrats
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
flask or django would be really awesome :) Thank you Murtaza sir
Very nicely explained. Awesome!
Thank You Sir - it was great fun to code with Your tutorial!!!! I dream about face recognition app - this is great start point :D.
Glad it was helpful! Now try to deploy it on a website.
@@murtazasworkshop Please Sir, I sent you a Dm via Instagram. Thanks
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.
yeah good welcome system. I would cover my face going into your silly office if you did this
@@johnsmith-fz5pz yeah lol
I thought same
it will really look lame xD
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.)
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
@@mohammedusama5869 how to create resource folder to save test images?
Wow , what a great tuto , thanks alot !
Thank you so much for this super simple explanation.
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?
ua-cam.com/video/vGCEwSspKgA/v-deo.html Better project
When I tried to install dlib its giving me an error
I am shocked no dislike on your tutorial.)) Very good)) I can't stop watching your videos.))
All in all awesome presentation mate. Kudos
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?
for such smart attendance systems, mostly people deploy fingerprint to avoid such malpractices..
Can this detect multiple faces while tracking attendance
I'm a beginner,I learned a lot about coding from this video
thank you!😀😀
Excellent tutorial. Such a simple solution..i am very happy and enjoy python .
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.
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.
@@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
@@emrulhasanpiam90
Interesting
loved the tutorial, is there any way i can run this on aa android phone ? any suggestions would be helpful.
i'm also looking for that.
Impressive very friendly for beginners
Nice video...😊 Helped me in my project.Thanks.
Out of curiosity, how well does this work with 5000 faces in stead of just 3?
I want to know too
Can you show how to implement Liveness Detection in this, This code can be easily spoofed.
Try eye blink detection
ua-cam.com/video/RO7KrsICvaU/v-deo.html
That was vey neatly executed. Good explanation sir! Keepup the good work and keep sharing the knowledge. Thank you sir
Thank you for this video, the explanations were great and easy to follow
did it work ?
Sir, this is great content but i would like to know how to do this on live stream in web-app
i think you can stream the video of webcam on the browser..
Use flask or django for it.
Such scary AI that would be fooled by growing a beard. I'm still waiting for you do get voice recognition correct.
This project is awesome man. Thanks a lot.
Amazing video, very helpfull. Thank you so much.
the rectangle is too big, how can i make it smaller?
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?
Thankyou, i watch this cause i want to be like nam do san in startup series lmao
Haha...lamao😂😂
Bro great job really!!! you deserve more
ERROR: Command errored out with exit status 1: While installing dlib Library .
please reply what to do
You are low on memory. Increase free space
Is it possible: "Single click to mark attendance of 30 students, at a time"
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.
excellent thanks for share it for us to learn
Nice explanation sir. Thank you so much for this
Me: making this
Also me: scanning my cat
Result: dog
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.
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
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..?
How can we convert this project into app?
Murtaza bhai can you add a simple GUI to this too please
I’d be interested to see your implementation of pose estimation
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.
I've learned so much. Thanks!
Nice tutorial, thank you so much
Finally after so many errors and debuggs. I made this project successfully 🎉🔥..thank you so much for this amazing video
@happyguy9121 could you share the source code, really need it
@@TechnicalMasterAman your Gmail??...I will mail you the code..and I was having trouble with other compilers so I used vs code to execute this project.
could you share the code or provide me with a link to it. It's kinda urgent
This video is brilliant. Thank you :)
Hi Murtaza thank you for the tutorial :)
Do you know how I can install the C compiler on the RasberryPi, would I have to download the Visual Studio installer too?
Superbly explained 👌
amazing sir thanks for your important time
Outstanding explanation
Great one, Sir I request you kindly share one video session on face recognition and labeling into speech .
Happy to come in contact with you, Thanks. Love from Nigeria.
That is Amazing, Thank You!
The great channel which I had watched
Nice work mahn 💥
Thankyou so much sir ,i have learned alot wby your videos
Man...🔥🔥🔥🔥🔥🔥🔥🔥🔥🔥🔥🔥🔥🔥🔥🔥🔥🔥🔥🔥🔥🔥🔥🔥🔥🔥🔥🔥 best explanation ... Too good..
Thank you for this tutorial its very helpful :)
The best video about open cv and pyhon i ever see in my whole life
Tks for being so nice
I gonna make some thing with this someday
B chạy đc r hả b
Mình bị lỗi chán gê @@
@@caonguyenle7038 yes
If you have troubles with installation of 'dlib' try following:
1. Make sure u have a SINGLE and proper version of Python (3.7.6 or close)
2. Make sure to have a latest pip version
3. Make sure u install a single version of VS(with C++ build) and single Pycharm
4. Make sure that during the download of packages(dlib, etc.) ur antivirus is turned off, or takes those packages as exceptions
These steps helped me. Spent 2 hours on that omg