Free Anti Spoofing/ Liveliness Detector for Face Recognition System Fake VS Real | Computer Vision

[@arjunbali2079]

thanks sir it is so useful in fintech and because of you I got a job as ML engineer

[@shreyanshsingh-m6z]

Do you have the code

[@riddhimaheshwari1086]

I had been waiting for this project for so long...it's finally there now...thanks a lot !!

[@LINGFENGJIN]

yes

[@nikunjkhannawalia4629]

Bro did you completed this project and is it fully working?

[@kartikeyasaxena4826]

Hello i got the args.yaml file but i was not getting the best.pt file in the train weight folder, or running the train.py file. what can be the reason to it? also i was shown an error which i dont know whether was relevant or not, and that was NotImplementedError: Could not run 'torchvision::nms' with arguments from the 'CUDA' backend. This could be because the operator doesn't exist for this backend, or was omitted during the selective/custom build process (if using custom build).

[@Nerfzisback]

this is not liveness detection, you just used object detection(yolo) to detect the phone you are holding in your hand and you called that object fake. while object(face) is real. it's smart idea that has potential, but also this way you can pass this system with any face.

[@marioalbertosanchezramirez]

Thanks🙏🏼

[@Otaku-Chan01]

Are you sure, Coz I wanna follow this video for my own project and want you to clarify that you are 100% sure you are right? So, according to you if a real face comes in front of the camera - considers real and anything except a real face will be consider as fake isn't it? I think the approach might be wrong but we are getting the answer right? Mind telling any vulnerabilities we can get if we follow this?

[@SanjaySinghYT]

True actually

[@a2ahmadikram654]

At 10:13 why my camera did not show my face 😭 picture image pop up. But it don't show my camera 🙏🙏

[@PyTubeMaster]

thank you for teach something that is verey hard to find 😘

[@muhammadshifa4886]

What a great project, thanks for making this beautiful project ❤️❤️❤️

[@Andrei_G8]

Super! Thank you! I'm waiting this theme a long time. Great lesson!

[@rufiromang9682]

Minute 52:47 very important point. We have to save 2 things: the first one is our face 😅

[@jasonstatham2422]

Thank you so much sir for this beautiful and Innovative project

[@manoarjun1265]

yes sir

[@RajYadav-lc5ep]

Everthing is right but why camera frame not working on my destop 12:10 sec? Please anyone answer me bcz i build project for hackthon so solve my problem ASAP before 10Am

[@ForTheEraOfLove]

🙏I appreciate you for sharing your efforts to teach us!🎉

[@yasirusenath6086]

sir you're best tech to us. my problem is all .py fills(train.py,splitdata.py) are run,okay but .pt file can't open it say " the file is not display in the text editor because is either binary use and unsuported text and coding " after run my main.py file its run but not detection I mean real or fake. .pt files to want to run pycharm professional version?

[@MohamedElmoghazy-b5t]

What camera should I use to differentiate between real and fake and that supports Arduino?

[@aldoaxel-b1p]

i have question why if i use gpu run train file error, if i use cpu run train file not error ?, its results same with cpu and gpu ?

[@AbdulRehman-qy7mt]

is your model overfitt..? As it always detect new person as fake. Also can you tell how much epochs do i need if i have total of 5000 real images and 5000 fake images of 30 different people

[@xii-a-29-triptimirani57]

@@AbdulRehman-qy7mt Did it not work with 10000 images as well?

[@SayedaBegam-tp2uh]

Can you fix this error ModuleNotFoundError: No module named 'mediapipe' but I have already mediapipe .

[@MPChannel-cl3bw]

awesome, this is exactly what i was looking for for my project

[@askelardd]

Perfect, thank u so much , this helps me a lot

[@someonez78]

Can you please make an intruder detection system using face recognition?

[@LazarakisSokratis]

Do you have tutorial for face recognition with data training ?

[@jesusfernandotorres4460]

Hello!! It is a great project and you are a good teacher, do you know maybe the reason why my camera is slow while displaying real and fake faces I'm using the best.pt file that I generated using colab

[@ahmadamayreh3267]

Probably you're not using GPU which is much faster than CPU

[@RickSlaughter1]

Are you using PyCharm Community Edition or PyCharm Professional?

[@HaiTran-bg7cr]

Where can I find the file for training online part? Thanks sir!

[@uditpanjiyar3203]

i have the same probllem please help me , from where i can find the files for online training on google colab

[@wandelmiro1]

After training, how can I put it to work on my cell phone or tablet?

[@FaizanRaza-g6v]

Which model use in this project?

[@MINHHOANG-vj9oo]

great thank to you

[@음음-f3m]

Love ur videos man. Thank you

[@davidfa7363]

I downloaded your model and tried it but i am getting fake for everything. Why is that?

[@suvarnakadam6557]

same issue with me as well!! All the time for webcam stream, it predicts "Fake" with high confidence :( . probably need to train model.

[@3637Shwetakawle]

which files are uploaded on google colab plz can any one help me in this issue

[@johnlloyd5047]

what is the version of yolo did you use?

[@xii-a-29-triptimirani57]

Can you mention how large was your dataset when you got l_version_1_300.pt?

[@VyankateshShaligram-p6d]

how can i get l_version_1.

[@adityasaiakella1287]

can this project be done on raspberry pi?

[@akunyoutube-r7v]

how to convert the model that can run un mobile?

[@sheikhshuaib8451]

how can we implement this .pt model in android or can we convert it to tensorflow model Thanks

[@debadyutidey7]

how many days you had took to make it?

[@bonyelangbam8011]

where can i get google colab notebook

[@uditpanjiyar3203]

i have the same probllem please help me , from where i can find the files for online training on google colab

[@afzal91004shaikh]

anybody got the google colab notebook?

[@Prologuetosuccess]

Can use make a cnn or deep learning course please🙏 because the courses available does not cover every thing and does not have a practical implementation so please🙏🙏

[@vulamnguyen9453]

read a book

[@Prologuetosuccess]

i have no money

[@labibsikder61]

How to access source code 😢

[@techgeek9436]

How do you access YOLO from your website?

[@vikaskyatannawar8417]

The model is givng wrong results in pertty much all the results I have. I using it directly on some images not stream.

[@shahhussain5563]

Sir would you please create a same project with JS also.

[@kouheiytshorts]

can you create a proctor system?

[@setfacts1144]

From where we find dataset???

[@fahmichigan]

can i request anti spoofing/liveness FR in web apps ?

[@shaikhyaqoob9386]

sir yolo script k liye kon si website p register karna hoga

[@mrigaanksharma5794]

How can I test this model

[@divya-ob3jq]

How can it be a spoof detection? You just detected the picture in a phone as fake and your own face as real. The guys in the tv aren't real? Are they spoofed faces?!

[@khalil2099]

do you even understand anything ?

[@para_arriba]

does this detect fake ai avatars

[@gamingtechinfo5777]

i have an error in training the dataset it showing outof memory error i have gtx 1650 gpu in my system can u plz tell the issue

[@dynamiteseendilip2150]

Can be run with cpu ? If 1650 is not enough definitely cpu can't

[@ieee5998]

all is fake why ?

[@umaissajjad1159]

MashAllah Great Sir.

[@CARevanthkumar]

How to join your course

[@jainamkumarjain4138]

it always shows fake even if im real how to incrase the accuracy?

[@SayedaBegam-tp2uh]

Same

[@mohamedadel3291]

thats great but what if i need to detect person name ?

[@TheGg6422]

Now we need an AI lie detector and is at least 90% accurate!

[@coder10796]

Yes we want

[@Talhabahi23]

which tool is he using

[@SultangazyMoldobekov]

Thanks!

[@Amazing_mother_nature]

Even after so much effort you get so few views. Is it worth it? Financially speaking.

[@murtazasworkshop]

Sometimes views are less sometimes more. Overall it works.

[@Amazing_mother_nature]

@@murtazasworkshop thanks for response, you have great content. Keep up the great work.

[@Monarch6969]

where is the file for training in google colab

[@uditpanjiyar3203]

same problem please provide me the link where i can get all files

[@anishshah4736]

Where can I the google collab file?

[@uditpanjiyar3203]

same problem please tell provide me the link where i can get all files

[@kagansenkeser4357]

thank you for the video can you pls share the model with us

[@murtazasworkshop]

Shared. Link in description

[@kagansenkeser4357]

you are the best @@murtazasworkshop

[@uditpanjiyar3203]

@@murtazasworkshop where can i get google colab notebook

[@hashirarshad7688]

@@murtazasworkshop Hey, I hope you are doing great, but currnetly your website where all your codes are uploaded is down, can we know when it will be up, because i wanted to download this course material, but the site has been down today and was working fine yesterday.

[@AnkitPal-ll6ji]

How to bypass thi detection

[@eswarpakalapati2472]

can you please send me the documention its my final year project

[@Sumit-ud5by]

Why are you providing us all the corrupt files

[@aryanchauhan9355]

lol

[@KingStar-se3sx]

Please bro can you give me the source code

[@bobomurod]

Great, thank you

[@Sumit-ud5by]

Please anyone share yolo file

[@Shotsvideoscreator]

Hello sir am satyam for I need a help

[@aldoaxel-b1p]

where collab google

[@iDeLeo007]

which software to run this from scratch ?

[@rons96]

as i suspected, this system cannot detect if is real or not real, it just detect if is X or Y video quality. Test with this video: kzbin.infoEYRnN_3hn4Y. I bet any 4k image/frame fully focused can trick this system

[@LINGFENGJIN]

Excuse me again, sir. Do you understand the principle of detecting authenticity? Is it really just to determine whether the image is from a mobile phone or not

[@Navigator777777]

Do the treasonous President Brandon.

[@rajamohamed-u7k]

worst explanation

[@ektasharma9716]

Can anyone tell me that what l_version_1_300.pt was copied from?

[@uditpanjiyar3203]

do you know where to find google colab file please help

[@gearbot8030]

I downloaded your model and tried it but i am getting fake for everything. Why is that?

[@rayhuang4820]

The YOLO model only classifies two classes which are the author's face and other person. So basically it's not anti-spoofing.

[@ahmadfareedkhan3755]

​@@rayhuang4820can you plz help me to find any anti spoofing model

[@ahmadfareedkhan3755]

I successfully run this program. The fault is in the pre trained model.pt file. I trained my model on my own data. It is running successfully and not only showing result on trained data but generalizing as well. I hope it'll help you all.

[@HaiTran-bg7cr]

@@ahmadfareedkhan3755 How can you train your own model successfully? How many picture at least for requirement? I have trained like video but it hasn''t been render the frame or anything. Please help me

[@ahmadfareedkhan3755]

@@HaiTran-bg7cr you have to follow the instructions as given in the video to collect data. The data collection file is for capturing images frame from camera. If you run that code you will get data in your folder as shown in the video