Face recognition + liveness detection: Face attendance system

[@ComputerVisionEngineer]

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[@clementasare5781]

Thank you Sir, for spending time to find solutions to help the windows users on the previous face attendance project, I am yet to try it out, thank you so much.

[@ComputerVisionEngineer]

You are welcome! Let me know if it works! 😃🙌

[@clementasare5781]

@@ComputerVisionEngineer Alright boss, I will do that.

[@clementasare5781]

@@ComputerVisionEngineer please I have all the requirements installed. Registering a new user works but login in the user doesn't work and this error is thrown at the pycharm terminal: 'face-recognition' is not recognized as an internal or external command, operable program or batch file.

[@ComputerVisionEngineer]

Have you pulled the latest changes?

[@clementasare5781]

@@ComputerVisionEngineer yes please, I have done that.

[@MartijnC]

Thank you so much for making these videos, you helped me a lot! This was exactly what I needed for my project

[@ComputerVisionEngineer]

😃 You are welcome, Martjin! I am happy you found it helpful! 😄🙌

[@harshids]

Hii

[@sardorbekyorqulov]

Super ! This is the tutorial we've been waiting for ! Thank you very much Bro !

[@ComputerVisionEngineer]

Cool! Glad you enjoyed it! You are welcome! 😃🙌

[@enemysahead16262]

Brother, I want to say thank you very much, the program really runs smoothly and perfectly and now all I have to do is integrate this library into my web app which is made with face recognition using face-api.js. thank you very much brother!

[@ComputerVisionEngineer]

😃 Awesome!!!! You are welcome!! 🙂🙌

[@msaichandan7446]

i am getting error that: Can't open "deploy.prototxt" in function 'cv::dnn::ReadProtoFromTextFile' pls help

[@manasehmeta]

I chose this project to get my session marks🤩 Thanks for being such an angel 😊 Thank you so much 🥰

[@ComputerVisionEngineer]

You are welcome! 😊 Glad you enjoyed it! 😃💪

[@zenpao]

Thank you for this! I needed this for a small project and never know how to start since I'm just a beginner programmer.

[@ComputerVisionEngineer]

😃 Glad it was helpful! 🙌

[@hasheemakbarjarwar6875]

Hi. I need a little help. @zenpao

[@ardeahimawannugroho1331]

What algorithm is used in face recognition?

[@muhammadumarsotvoldiev8768]

Thank you for your job! Respect for contribution to open source!!

[@ComputerVisionEngineer]

😃🙌

[@HeyNikoReal]

also what is the best algorithm from economic, manufacture, and suitanability? like from faster machine recongition face, or from minim layer, or else, which is like green algorithm and high accurate also fast? ( if we got around 30 people for training) also for 1 people what minimal photo and pose category must we use? and how about background? lighting? emotion mimic? sorry many asking, i really excited. please answer. tq

[@sugilanonphtv]

awesome code! thanks for sharing its working.

[@HeyNikoReal]

may i know whats your algorithm you used for the face recognition?

[@citoyendumonde9083]

Thank you Felipe, well done !

[@ComputerVisionEngineer]

😃🙌

[@ginormica2282]

Brilliant videos!! Quite informative and interesting 😊👍

[@ComputerVisionEngineer]

Thank you! I am happy you enjoyed them! ☺️💪

[@ParthivGajipara]

Superb brother , but you should also make a video to explain how this spoofing works . good wishes .

[@ComputerVisionEngineer]

Thank you! Ok, noted, I will try to do it. 🙌

[@otomasyonplc1775]

How can I turn this project into an exe? I'm getting an error. What should I do? I tried hard but it doesn't work.

[@dungnguyeninh7142]

Awesome, thank you very much!

[@ComputerVisionEngineer]

You are welcome! Glad you enjoyed it! 😃🙌

[@jaihodevil827]

wonderful thank you for this video i learn a lot

[@FlamboyantArt]

Fix that issue with eye blinking. While tracking face enable eye blinking recognition. If eyes blink it triggers face recognition... then you can wrapp that with full body recognition etc. Relying only face recognition is not recomended if using opencv with haar cascades even if you make low treshold for distance when you get positive...

[@s.tunahanustuntepe2966]

hello, can I transfer this process to android?

[@kingsamrat5746]

This video is very helpful thank u so much 😊🙏🏻

[@ComputerVisionEngineer]

My pleasure! I am glad you find it useful! 😊🙌

[@hasheemakbarjarwar6875]

Hi. I need a little help @kingsamrat5746

[@miqbal_sis]

What if user plays a video of your face login? Or a 3d scultpure???

[@UT_BHUTAN]

i am doing a project whereby i need to allow students to register their face during the registration phase. the students should then be able to do their face verification using the app. is it possible to make this kind of model where i can allow dynamic training of the model for every student and not needing to train the model all over again. i want my app to be dynamic since students will be joining a school or college every year. i want to save the time required to collect data of students face. Please reply, it would be of great help to me

[@basavarajuhsbasavarajuhs1225]

@ComputerVisionEngineer hello I'm a windows user has u suggested I'm using VISUAL STUDIO 2022, after cloning the spoofing detection project do i need to change the source folder link you did or will execute fine without making it the source

[@hamzawi2752]

Thank you very much, that is awesome!

[@ComputerVisionEngineer]

Yeap! It is a super cool application of computer vision! 😃💪

[@3dmixer552]

I'm getting this error: from src.anti_spoof_predict import AntiSpoofPredict ModuleNotFoundError: No module named 'src' any idea why? Thanks

[@cesarlensterlunas3366]

hello can I add it to my laravel project ? i dont have idea ...if yes ill find solution for that thanks

[@spicedream1612]

It is artificial intelligence based face recognition

[@ComputerVisionEngineer]

Hey, yeah exactly the face recognition and the spoofing detection are based on machine learning! 🙌

[@shikhugupta2703]

Hello, the test.py you are working is not same as in repository. I am facing error. Can you please guide?

[@kurtlrnzv_]

Do you have a project about Face Recognition with RFID for Security Measures and Attendance Tracking?

[@almostrandomnickname]

good stuff man. thanks.

[@supratikdeshmukh3014]

How to change window title ("tk")?

[@ashutoshgupta2758]

Hi Accuracy is not good when I show replay (video) attack

[@ComputerVisionEngineer]

Hey, ok, noted.I think it is a good repository to take as a baseline, you would need to fine tune the models in order to improve the accuracy. 🙌

[@msaichandan7446]

i am getting error that: Can't open "deploy.prototxt" in function 'cv::dnn::ReadProtoFromTextFile'

[@Ninjaxftw]

@@msaichandan7446 Have you fixed this error ? I'm on the same boat.

[@msaichandan7446]

@@Ninjaxftw not yet bro,just left that......by the way if u want I can share u the same project git hub link

[@Ninjaxftw]

@@msaichandan7446 I was able to fix it, but I'm not sure how. I tried deleting everything and downloading again, and I also moved my directory to a path that doesn't have any special character nor space.

[@s1f2z3]

Can I ask a question? How can I solve the freeze problem when use face_encodings from face_detection_pythob

[@ComputerVisionEngineer]

Hey, the 'freeze problem'? what do you mean?

[@s1f2z3]

@@ComputerVisionEngineer I have a project when I have to detect people so I did a live cam and in another thread face detection (I did it in a thread so the live won't freeze or drop frame or stop ) but even with that the live stop when the computer start encodings idk why It should not affect the main because it's a thread

[@HussainShah-y1s]

Sir I need this project in react or javascript. Please make same project with Js

[@nextgen9931]

Hello! I’m currently conducting research on face recognition and plan to use Angular for the interface. Could you please recommend some libraries that are compatible with Angular?

[@asimhabib5336]

Thank you very much dear teacher.. .... I have a problem when unknown person come and face detect not say unknown person say the name of someone who known person before..means mixing it how i can solve it please

[@ComputerVisionEngineer]

Hey Asim, not sure if I understand, is your problem related to the face recognition?

[@sethuraman9884]

​@@ComputerVisionEngineerhe saying that if someother person who doesn't register yet shows his face towards camera it is not saying as unknown person instead it is saying as some other previously registered person's name. So how can we over come this problem and yes this problem is related to face recognition

[@ComputerVisionEngineer]

@@sethuraman9884 Oh I see, thanks for the explanation. Try this: go to util.recognize function, and edit this line face_recognition.compare_faces([embeddings], embeddings_unknown)[0] changing the tolerance value, something like face_recognition.compare_faces([embeddings], embeddings_unknown, tolerance=0.4)[0]. The default value of tolerance is 0.6, lower means the comparison is more strict. Let me know how it goes! 💪

[@anasali2731]

Sir can you can make this same program for attendance system with database which store date and time too?

[@ComputerVisionEngineer]

I will try to. 🙌

[@venkatasaipriyanichenametl3988]

Hello sir, this is a great project but when I am trying to run your project, I always get error as image = cv2.resize(image, (int(image.shape[0] * 3 / 4), image.shape[0])) AttributeError: 'str' object has no attribute 'shape' and also no matter what at login and logout I only get output as "You are fake". Can you please help me understand how to fix this error.

[@aldomunguia2048]

Hi Felipe, Greate video!!!!, one question, Does it work if I have 2 or more people, 2 real and one fake for example?

[@ComputerVisionEngineer]

2 or more people in the same picture? No, it is an image classifier, it classifies the image as fake or real.

[@aldomunguia2048]

@@ComputerVisionEngineer Ohhh, thanks Sir, you are the best!

[@DiegoMascheroni]

Very good videos Felipe, you proved mediapipe? the face and pose recognition is awesome! Where are you from? you sound a little like a "rioplatence" guy :D

[@ComputerVisionEngineer]

Yeah, mediapipe is awesome! 😃 I am from Uruguay! 🇺🇾🙌

[@msaichandan7446]

i am getting error that: Can't open "deploy.prototxt" in function 'cv::dnn::ReadProtoFromTextFile' pls help

[@vishnum7985]

Thank you so much!. Can you tell me if it is possible to detect only a specific people. Like people wearing a uniform?

[@ComputerVisionEngineer]

Yes, training a model to detect people wearing an uniform, it would be possible! 😃💪

[@kathrynacosta1971]

Hello sir can I have a tutorial in Smart Security Surveillance?

[@inf009]

Is there a javascript alternative?

[@abhishekmanhotra7177]

Super useful video, thanks, can we make a attendance system using this system, where registration can be done with picture repository already available. Thanks

[@ComputerVisionEngineer]

Yeah, sure, it is possible! 😃🙌

[@shahhussain5563]

Sir would you please make this same tutorial in web with javascript. Please it's a request.

[@subinvasanthan]

Hi Felipe, Greate video, i have this issue of multiple people appearing in the frame.How can we address this?

[@ComputerVisionEngineer]

Hey Subin, you want to apply the spoofing detection to all the faces in the frame? The model I use in the video was trained with only one person appearing in the frame at the time. You could try cropping the image around each face and apply the spoofing detector to each crop, I think the accuracy would drop significantly but you could try. Or, you can also train your own model so you can fit it to your specific use case. 🙌

[@adityasaiakella1287]

is this practially applicable irl?

[@renaldivalentinot3012]

Hi, your demo apps it's great. Can you have an explained what method do you have for this apps. Thanks sir..

[@ComputerVisionEngineer]

Hey Renaldi, I am glad you enjoyed it! Regarding the methods, or features, of this app, I invite you to take a look at the github repository of this project and the additional videos regarding the face attendance system! 😃🙌

[@princeloliyana4951]

very great video but some error to run in my system .i can not solve it plz help me .

[@ComputerVisionEngineer]

Hey, what error do you get?

[@moses5407]

Does the spoofing detector work against video input? Will it run on-device only,i.e. no server connection?

[@ComputerVisionEngineer]

Hey Jim, you could extract frames from the video and apply the spoofing detector to each frame. You may be able to run it on a jetson nano. 🙌

[@mienardvalenzuela9970]

what python version you use? because i keep having the dlib error

[@ComputerVisionEngineer]

You may need to install something before starting with this project. Take a look at the Readme file of this project's github repository, there are some steps you need to take first.

[@19_3c_reinaldoriswantosapu8]

What algorithm you use , sir ?

[@ComputerVisionEngineer]

Do you mean the spoofing detection? In the readme file of this project's github repository there is a link to the algorithm I am using as spoofing detector. 🙌

[@salinabaig1713]

how to face recognition with c#

[@ulrichminkoulou6722]

please help me cv2.error: OpenCV(4.6.0) :-1: error: (-5:Bad argument) in function 'resize' > Overload resolution failed: > - Can't parse 'dsize'. Input argument doesn't provide sequence protocol > - Can't parse 'dsize'. Input argument doesn't provide sequence protocol

[@MarwanMusa]

in your main.py, there is a method "process_webcam" and self.cap.read() has 2 value to return did you just write "frame = self.cap.read()"?

[@wpontog]

Please, How do i put a logo on the window?

[@ComputerVisionEngineer]

Hey, you should take a look at Tkinter documentation, I think you should be able to do it using a Label object.

[@wpontog]

@@ComputerVisionEngineer thank you

[@bagusandrewijaya]

sorry sir i just wanna know how about someone change the clothes or something like use hat or use glasses?

[@ComputerVisionEngineer]

Do you mean if the face recognition would work if a person change clothes or use a hat or similar accessories?

[@bagusandrewijaya]

@@ComputerVisionEngineer yes you know what i mean

[@ComputerVisionEngineer]

@@bagusandrewijaya yeah I think it would still work, it matches the person's face. 🙌

[@nguyenngocun2331]

hi, i'm on mac. i got error when importing test from test

[@ComputerVisionEngineer]

Have you cloned the spoofing repository and added the Silent-Face-Anti-Spoofing directory to your PYTHONPATH?

[@nguyenngocun2331]

@@ComputerVisionEngineer Thanks for the response! I got it worked by correctly added the spoofing directory to my PYTHONPATH. Do you have any ideas for displaying the similarity percentage when matching face?

[@abhishekkaintura6398]

please help me so that i can prevent recorded video also

[@arshaan16]

why is label printing 2 in my case

[@ComputerVisionEngineer]

Not sure why, is it printing 2 every time?

[@NitishRaj]

can we do using YOLO v8?

[@ComputerVisionEngineer]

You could train the image classifier using Yolo v8, yes.

[@ShubhangiKancharwale]

can we mark attendance from mobile also or this is only desktop application

[@ComputerVisionEngineer]

Hey Shubhangi, this is only a desktop app, but I have another tutorial about a face attendance web app (kzbin.info/www/bejne/r4jQiGiretmBrdU). It is only the base face attendance functionality, without liveness detection, but following this tutorial I am sure you could edit the web project to add the liveness detection feature! 😃💪

[@AliEjaz-ne1ei]

where is the link for the new repository?

[@ComputerVisionEngineer]

Hey Ali, the link to the repository is in the video description.

[@crystallemon-v7r]

Can I ask a question? When I read frames from the camera and saved them for verification, I found that the real face was also judged to be a fake face. But when I use my phone's camera to take a picture to detect the real face, is it because my laptop camera is too low pixel? Is your camera 720P or higher? Can you please tell me what could be the reason for this?

[@ComputerVisionEngineer]

There could be a variety of reasons for this. Your laptop camera may be of a lower resolution or it may be related to the images this model was trained on, maybe it performs better with selfy-like images taken from a cell phone. 🙌

[@ireallydontcare1422]

Will this work on a face mask? If I wear a mask of my face over my face will this be able to detect spoofing?

[@ComputerVisionEngineer]

Do you mean a medical face mask or do you mean a mask impersonating someone else?

[@ranamedhi2905]

How to duplicate in face detection attendance

[@ComputerVisionEngineer]

Hey Rana, how to duplicate? What do you mean?

[@ingluissantana]

Thanks for the video!! Just by chance: Do you know a good course to learn the basics of computer vision? Maybe a MOOC but not coursera or edx.. hahaha one where you learn with theory and projects.. thanks!!!

[@ComputerVisionEngineer]

You can take a look at my computer vision roadmap video, I updated the video description with specific resources to learn each module. 😃💪

[@bbb-xu7wx]

hi sir firstly thank you for your videos ı watched all of them with pleasure but ı have got a problem with the face-recognition library ı am using macOS and the python version is 3.8

[@bbb-xu7wx]

note: This error originates from a subprocess, and is likely not a problem with pip. error: legacy-install-failure × Encountered error while trying to install package. ╰─> dlib

[@ComputerVisionEngineer]

Hey, I am glad you enjoy my videos! 😃 Have you tried searching for the error in Google? I found this thread on dlib repository github.com/davisking/dlib/issues/2695 Let me know if it is helps! 🙌

[@bbb-xu7wx]

@@ComputerVisionEngineer hey o solved this problem but this time when ı add new user the image saved database with .pickle format and the login and logout button not working

[@bbb-xu7wx]

Exception in Tkinter callback Traceback (most recent call last): File "/Library/Frameworks/Python.framework/Versions/3.8/lib/python3.8/tkinter/__init__.py", line 1883, in __call__ return self.func(*args) File "/Users/bakiseren/PycharmProjects/v1/face-attendance-system/main.py", line 61, in login label = test(image=self.most_recent_capture_arr, File "/Users/bakiseren/PycharmProjects/v1/face-attendance-system/Silent-Face-Anti-Spoofing/test.py", line 47, in test h_input, w_input, model_type, scale = parse_model_name(model_name) File "/Users/bakiseren/PycharmProjects/v1/face-attendance-system/Silent-Face-Anti-Spoofing/src/utility.py", line 29, in parse_model_name h_input, w_input = info[-1].split('x') ValueError: not enough values to unpack (expected 2, got 1)

[@bbb-xu7wx]

sorry for writing agin sir but do you have got any idea how to fix this problem ?

[@abdulrehmananwar6990]

Can we convert this to Android app using local database like sqlite???

[@ComputerVisionEngineer]

Hey, the spoofing detector model is in Pytorch, converting Pytorch models to Android is challenging sometimes. If the model conversion doesn't work you could try serving the model through an API and then just calling the API from your android app! 🙂🙌

[@abdulrehmananwar6990]

@@ComputerVisionEngineer in case of no network so API dont work. Thats why i want to implement it on independent device which work also in offline mode

[@ComputerVisionEngineer]

Ok, noted. I see there are a few tutorials on how to convert a Pytorch model to android, you may try them out. Also, I did a quick search on GitHub and found a liveness detection sdk for Android, search for Face-Liveness-Detection-SDK-Android, it may be easier than trying to convert this model. 💪💪

[@lolguy-x9n]

@@ComputerVisionEngineer good lord. and pytorch spoofing detector model for js?,

[@kouheiytshorts]

great video sir

[@ComputerVisionEngineer]

Thank you! I am happy you enjoyed it. 😊🙌

[@kouheiytshorts]

​@@ComputerVisionEngineer can i ask what machine learning algorithm you use for both anti spoofing and face recog?

[@SlyFluffyFox]

Good video sir

[@ComputerVisionEngineer]

Thank you! 🙂

[@ompagar4502]

When we login it shows fake face give the solution

[@dharmatejasunkara8237]

Did you find the solution?

[@PANDURANG99]

is it applicable for group of people ?

[@ComputerVisionEngineer]

Yes, it is applicable to a group of people. 🙌

[@sherzodnurullayev1239]

I tried this repo, but model is always saying "Real Face" no matter it's real or fake....

[@ComputerVisionEngineer]

The model out of the box may not be perfectly accurate on new data, in order to make it better you would need to re-train it with your data. 🙌

[@sherzodnurullayev1239]

@@ComputerVisionEngineer Okay, then probably I will train this model on my own dataset. Whenever I have questions while trying this model, may I ask you to guide me?

[@brianchook1567]

Hey may I know is it work on Mac as well?

[@ComputerVisionEngineer]

Hey Brian, yeah it should work well on Mac! 😃

[@brianchook1567]

Alright thank you 🙏🏼

[@sanaaMedia]

i love it :)

[@SpiRit-qh9wn]

Thanks bro 🙏🏼

[@visa8787]

Is this servant on the phone? Thanks

[@ComputerVisionEngineer]

The app I show you how to make in this video is a a desktop app made in Python. 🙌

[@visa8787]

@@ComputerVisionEngineerIs there a phone script? Thanks

[@mahmoudaero]

A lot of thanks please i have error with this line from test import test ImportError: cannot import name 'lookup' from 'test' (unknown location) can you help

[@MarwanMusa]

you should add Anti-Spoofing repo to your path or move your main.py and util.py in the repo

[@amirmaher6136]

Hello sir, Great tutorial, I really enjoyed following along with the first video as well as this one. However, I am getting an error this one "Image is not appropriate!!! Height/Width should be 4/3. Image is not appropriate!!! Height/Width should be 4/3. Image is not appropriate!!! Height/Width should be 4/3. Image is not appropriate!!! Height/Width should be 4/3."

[@ShivaniShenai-xf2ny]

Same

[@khushichhetri8051]

Sir these errors are coming how to resolve it? File "c:\Users\Khushi Chhetri\Downloads\face-attendance-system-master\face-attendance-system-master\main.py", line 154, in app = App() File "c:\Users\Khushi Chhetri\Downloads\face-attendance-system-master\face-attendance-system-master\main.py", line 32, in __init__ self.add_webcam(self.webcam_label) File "c:\Users\Khushi Chhetri\Downloads\face-attendance-system-master\face-attendance-system-master\main.py", line 45, in add_webcam self.process_webcam() File "c:\Users\Khushi Chhetri\Downloads\face-attendance-system-master\face-attendance-system-master\main.py", line 51, in process_webcam img_ = cv2.cvtColor(self.most_recent_capture_arr, cv2.COLOR_BGR2RGB) cv2.error: OpenCV(4.7.0) D:\a\opencv-python\opencv-python\opencv\modules\imgproc\src\color.cpp:182: error: (-215:Assertion failed) !_src.empty() in function 'cv::cvtColor'

[@ComputerVisionEngineer]

Hey! Try to see if you are reading frames from the camera successfuly. What OS and version of Python are you using?

[@khushichhetri8051]

@@ComputerVisionEngineer os-windows python version = 8.9

[@lensqend9731]

i get the same errors if i delete the "from test import test" in line 11

[@PratapSingh-cl6yk]

I am getting the same error, were you successful in resolving this error? If yes then how?

[@ArpithaV-qx2rf]

I'm getting the same error can u please help me to resolve this

[@dhiraj9352]

I am facing error in face package requirements == 1.3.0 error how to solve it pls help 🥲

[@ComputerVisionEngineer]

Hey, what is your OS and your Python version?

[@Mareafatima]

How to make fake facial recognition?

[@j.slabangsutring6583]

Sir, could you do tutorial of anti spoofing on java? I have done Face Attendance System using javaCV. And I would like to add Liveness detection on my project. Can you help me solve the issue?

[@ComputerVisionEngineer]

Hey, there are many ways you could do it. Here you have a couple of ideas: You could take the model I use in the video and make it available through an API, then call the API from your javascript app. You could also train your own model with tensorflow and then convert it to tensorflow js, so you execute it from javascript. 🙌

[@j.slabangsutring6583]

Thank you, Sir.

[@zh1429]

Very great video, very simple and easy to follow Are there by chance any simple way to integrate people wearing face masks along side with this liveness detection?

[@ComputerVisionEngineer]

Thank you! I am glad you enjoyed it. 😄 Something like only allowing the login / logout if the user is wearing a mask? Mmm it is possible, but I guess the mask could affect the face recognition accuracy.

[@joannemariecarreon9602]

does this work on Windows 10?

[@ComputerVisionEngineer]

It should. Make sure you follow the steps which are described in the github repository of this project. 💪💪

[@joannemariecarreon9602]

@@ComputerVisionEngineer thank you dear sir!

[@riturajbhardwaj7271]

This is running very slow

[@jeanmi8184]

thanks

[@ComputerVisionEngineer]

My pleasure! 😃💪

[@lakshmann9825]

20:14

[@lensqend9731]

Hey i also get an error 😟 this one "Traceback (most recent call last): File "C:\Users\hiwad\PycharmProjects\FaceAttendance\face-attendance-system\main.py", line 11, in from test import test ImportError: cannot import name 'test' from 'test' (C:\Users\hiwad\AppData\Local\Programs\Python\Python39\lib\test\__init__.py)" i use os= Windows 10 and python version 3.9 . If somebody can help please :) And Great job you do by the way😄 love the content

[@lensqend9731]

i also installed visual studio code before and then the extensions for c++ and cmake tools

[@ComputerVisionEngineer]

Hey, it seems you have a problem with the import. I think it is trying to find the function within another 'test' module. Maybe the easiest fix is just renaming test.py to another name, for example spoofingtest.py, and then importing the function as 'from spoofingtest import test'. That should work. Try it and let me know! 🙌

[@ComputerVisionEngineer]

Also, have you added the Silent-Face-Anti-Spoofing directory to your PYTHONPATH?

[@lensqend9731]

@@ComputerVisionEngineer i couldnt even start the application at the beginning like you did 😅 so ididnt do that spoofing thing 😅

[@ComputerVisionEngineer]

@@lensqend9731 try adding the Silent-Face-Anti-Spoofing directory to your PYTHONPATH

[@ANONYMOUS-pc2us]

I am getting error because of pickle.. Anyone else too?

[@kaoruseiki1433]

hi, sorry for interrupt again, after i follow all instruction i am able to run the code HOWEVER the tk window remain black. Can i have your contact like email something? i want to show you the screenshot.

[@ComputerVisionEngineer]

Hey Kaoru, I will be happy to help you. You could create a new issue in the github repository of this project and post the screenshot there. 🙌

[@kaoruseiki1433]

@@ComputerVisionEngineer posted, please help. thank you so much 😭

[@__k__3192]

Hello sir, Great tutorial, I really enjoyed following along with the first video as well as this one. However, I am getting an error after launching in this video's code pertaining to pickle library, tried every possible way to resolve it but am unsuccessful, can you please help in it? Exception in Tkinter callback Traceback (most recent call last): File "C:\Users\KRITI\AppData\Local\Programs\Python\Python39\lib\tkinter\_init.py", line 1885, in __call_ return self.func(*args) File "C:\Users\KRITI\PycharmProjects\faceRec\venv\main.py", line 70, in login name = util.recognize(self.most_recent_capture_arr, self.db_dir) File "C:\Users\KRITI\PycharmProjects\faceRec\venv\util.py", line 66, in recognize embeddings = pickle.load(file, encoding='utf-32') _pickle.UnpicklingError: invalid load key, '\xff'.

[@ComputerVisionEngineer]

Hey, so you are dumping the pickle files with no problem but you are getting this error when trying to load the files? Pickle is only a way to save the embeddings, you could replace it by a different package like joblib for example.

[@eloisacute111]

i have this error File "C:\Users\Archie\Downloads\face-attendance-system-master\main.py", line 153, in app = App() File "C:\Users\Archie\Downloads\face-attendance-system-master\main.py", line 31, in __init__ self.add_webcam(self.webcam_label) File "C:\Users\Archie\Downloads\face-attendance-system-master\main.py", line 44, in add_webcam self.process_webcam() File "C:\Users\Archie\Downloads\face-attendance-system-master\main.py", line 50, in process_webcam img_ = cv2.cvtColor(self.most_recent_capture_arr, cv2.COLOR_BGR2RGB) cv2.error: OpenCV(4.6.0) C:\Users\Archie\AppData\Local\Temp\pip-install-6av9zsfo\opencv-python\opencv\modules\imgproc\src\color.cpp:182: error: (-215:Assertion failed) !_src.empty() in function 'cv::cvtColor'

[@ShivaniShenai-xf2ny]

You can try resolving by updating VideoCapture(2) to VideoCapture(0). def add_webcam(self, label): if 'cap' not in self.__dict__: self.cap = cv2.VideoCapture(0) self._label = label self.process_webcam()

[@maryamalamri5568]

Cloning into 'Silent-Face-Anti-Spoofing'... remote: Enumerating objects: 367, done. remote: Total 367 (delta 0), reused 0 (delta 0), pack-reused 367Receiving objects: 98% (360/367), 18.78 MiB | 8.74 MiB/Receiving objects: 100% (367/367), 18.78 MiB | 8.74 MiB/s Receiving objects: 100% (367/367), 26.04 MiB | 10.23 MiB/s, done. Resolving deltas: 100% (163/163), done. error: invalid path 'saved_logs/jobs/Anti_Spoofing_1_80x80/Jul08_12-51-18 /events.out.tfevents.1594183888.old01' fatal: unable to checkout working tree warning: Clone succeeded, but checkout failed. You can inspect what was checked out with 'git status' and retry with 'git restore --source=HEAD :/'

[@vuz35-ngovan39]

me too

[@Shreya-o2u]

were you able to resolve this?

[@Shreya-o2u]

were you able to resolve this error

[@ElevateEveryday207]

Hey my from test import test is showing error you can suggest me how to slove that problem

[@ComputerVisionEngineer]

Hey please take a look at the project's repository, you need to add the Silent-Face-Anti-Spoofing directory to your PYTHONPATH. 🙌

[@ElevateEveryday207]

Hey it showing error while I clone the anti spoofing. It show clone succeeded but check out fail. You can inspect what was checked out with git status and retry with git restore -- source=HEAD :/

[@ComputerVisionEngineer]

'Git clone ' is giving you an error? You can also download it as a zip file

[@ElevateEveryday207]

That error is solve.But I found the new error

[@ElevateEveryday207]

The error is self.detector = cv2.dnn.readNetFromCaffe cv2.error: open Cv(4.6.0)can't open

[@supratikdeshmukh3014]

How to change window title ("tk")?