good ex2planation bro thanx for explaining , it helped me
@OybekValiyev-dp2sf
5 ай бұрын
Juda zo'r ma'lumot oldim rahmat kattakon
@azamafridi-c9v
Жыл бұрын
Thank you Sardor, The tutorials were amazing and it helped me alot!! Thanks alot for sharing the codes and the datasets as well!!
@romenreigns2551
Жыл бұрын
0
@ElenaEroshina
Жыл бұрын
Thank you a lot! Your tutorial is the best ) I'm looking forward your next video and if it will be about emotions recognition it will be great!
@sardorabdirayimov
Жыл бұрын
Glad to he helpful ))
@sanjeevikumar2896
7 ай бұрын
hello@@sardorabdirayimov have you found any better version of it. like using any other model that gives more accuracy
@rizkynurhadhi9738
11 ай бұрын
hi, where is "svm_model_160x160.pkl" file come from? because i didn't see you create it from part I video
@abdoulazizmaiga9848
10 ай бұрын
Thank you for this well-explained tutorial. Can you make a video on voice recognition? Thanks in advance.
@rahulmahesh9700
Жыл бұрын
You're great, thanks man
@KoreadanAmerikagacha
Жыл бұрын
I like the way how you are explaining the concepts of the process but still should work on the quality of the content 👌🙌🙌
@syedhurairahhassan1944
5 ай бұрын
Helpful video
@vanthoduong3062
Жыл бұрын
Thank you for your video, it's really helpful. I have a question, I trained a model to recognize 2 persons, ex: A and B, and if another appears in front of the webcam, how can my model return "unknown" in this? I look forward to your reply. Thank you so much ^^.
@sardorabdirayimov
Жыл бұрын
My SVM is trying to classify the input face into the trained faces. If you want to add unknown, I suggest you to use “softmax” activation function which return the probability of given face to the trained face. If you give mode the new face, it will return like taylor swift: 0.3 , person B: 0.5. Then you can create conditions that if probability is lower than 0.7 (as example) then it is “unknown”
@shirobi_dts
Жыл бұрын
I wish I had seen you sooner ❤❤❤❤❤❤
@sardorabdirayimov
Жыл бұрын
Appreciated! I will be back soon
@ManiExperience
Жыл бұрын
sir ,what is the result for if we give the new face on a webcam, is it give unknown person or what ? could please explain this
@abdulrafey2492
2 ай бұрын
PLEASE REPLY Very good Video, Thank you for your effort. Make next video on how to stop spoofing so model should not detect faces on images or in videos but only real faces. I have another important question. Can I use Haar Cascade instead of MTCNN for face detection in PART 1? Will it reduce accuracy or have any disadvantages, despite potentially offering better speed than MTCNN? If accuracy will drop if I use Haar Cascade than tell me what should I do as I want to build real world robust face recognition attendance system application for schools, and I don't want to get complaints that software is either not detecting faces or its not recognizing students correctly. In my scenario camera will be on the top of the class's white board and should be able to detect all students of the class from above of the board, class lights may be dimmed or turned of if teacher is teaching using projector.
@sardorabdirayimov
2 ай бұрын
Dear @abdulrafey, The Haar Cascade accuracy is lower than the MTCNN. Definetely, you can change from MTCNN to Haar Cascade. I believe there are more robust solutions in the github. Check out BlazeFace or Mediapipe library. Use data augmentation before training, or move the input images to normalized space. In fact, it is a bit challenging to make 1 to 10. I hope my response helped you. Have a good day!
@scorpionkingcr4523
Жыл бұрын
I tried this code but what should I do when the person who are not trained, their faces are being recognized forcefully. instead it should be shown "UNKNOWN". so can you please help me out how to avoid that false detection.
@naiteekchauhan7775
Жыл бұрын
same brother
@sardorabdirayimov
Жыл бұрын
My SVM is trying to classify the input face into the trained faces. If you want to add unknown, I suggest you to use “softmax” activation function which return the probability of given face to the trained face. If you give mode the new face, it will return like taylor swift: 0.3 , person B: 0.5. Then you can create conditions that if probability is lower than 0.7 (as example) then it is “unknown”
@scorpionkingcr4523
Жыл бұрын
Thank you for the help. Love from India🇮🇳❣️
@souleimenlabsi2337
Жыл бұрын
Thanks
@jayhybercarocoy4452
8 ай бұрын
Im getting an error : Error during unpickling: invalid load key, '\x02' when loading the pkl file. Im using joblib to generate the pkl file
@abdulrahmansabri4547
Жыл бұрын
Thank you for your efforts. Do you know how to increase accuracy of svm? Thanks in advance
@sardorabdirayimov
Жыл бұрын
I suggest you to do fine-tuning of hyperparams. I hope it helps you
@sanjeevikumar2896
7 ай бұрын
hello @sardorabdirayimov its a great work. have you found any better version of it. like using any other model that gives more accuracy
@ashutoshgupta2758
Жыл бұрын
Hi can you please make a video on liveness (spoof) detection Replay and image attack
@sardorabdirayimov
Жыл бұрын
I will consider it! Thanks for suggesting it
@ahmadxrizvi
6 ай бұрын
Hii Sardor I wanted to detect face shapes but I am not able to understand where to start
@imenmabrouk6769
Жыл бұрын
thx for this tuto plz i have a question : what if there is a total unkown and we want to classify that person is unkown?
@sardorabdirayimov
Жыл бұрын
My SVM is trying to classify the input face into the trained faces. If you want to add unknown, I suggest you to use “softmax” activation function which return the probability of given face to the trained face. If you give mode the new face, it will return like taylor swift: 0.3 , person B: 0.5. Then you can create conditions that if probability is lower than 0.7 (as example) then it is “unknown”
@oybekmatkosimov5849
Жыл бұрын
🧠💪
@AnjaliYadav-lo8fo
8 ай бұрын
is mtcnn used in this for face detection in real time ?
@TheChipmonks
8 ай бұрын
Check for Memory Leaks, tensorflow has a leak in it Please help
@NURHASYARUSHAIDAKAMARULASRI
Жыл бұрын
hi, can i know how can i show the accuracy of the face recognition?
@Vibes_load
Жыл бұрын
Where did you make this file (haarcascade_frontalface_default.xml) ? You used it out of nowhere that's why I am asking.
@sardorabdirayimov
Жыл бұрын
I downloaded it from github repo of hasrcascade. Check the video description! It has google drive link for that file)
@dre_purba
Жыл бұрын
Can this program implemented attendance record ?...
@sardorabdirayimov
Жыл бұрын
Indeed, it can be implemented as attendance systems.
@naiteekchauhan7775
Жыл бұрын
when it identifies a face which is not included in model the code recognize that person as known how to fix this issue.
@sardorabdirayimov
Жыл бұрын
Another common issue: Solution: My SVM is trying to classify the input face into the trained faces. If you want to add unknown, I suggest you to use “softmax” activation function which return the probability of given face to the trained face. If you give mode the new face, it will return like taylor swift: 0.3 , person B: 0.5. Then you can create conditions that if probability is lower than 0.7 (as example) then it is “unknown”
@naiteekchauhan7775
Жыл бұрын
@@sardorabdirayimov thank you brother
@ЖанеркеАйткалиева-ь3щ
4 ай бұрын
how to make a file in the format .npz
@Painted_Skull
7 ай бұрын
what about Unknown face?
@kalong9744
Жыл бұрын
May I ask how to train a SVM model and save to pki?
@sardorabdirayimov
Жыл бұрын
Thank you for question. Please refer to: kzitem.info/news/bejne/w31o2oKPrGmYqm0
@shivanitalks2713
Жыл бұрын
Course code please
@sardorabdirayimov
Жыл бұрын
Refer to the video description
@ManiExperience
Жыл бұрын
sir , please respond quickly
@viratkohli-yk7ls
7 ай бұрын
getting errors like this please help me WARNING:tensorflow:From C:\Users\AppData\Roaming\JetBrains\PyCharmCE2023.3\light-edit\.venv\Lib\site-packages\keras\src\backend\tensorflow\core.py:174: The name tf.placeholder is deprecated. Please use tf.compat.v1.placeholder instead. [ERROR:0@14.564] global obsensor_uvc_stream_channel.cpp:159 cv::obsensor::getStreamChannelGroup Camera index out of range
@ragulraja2452
Жыл бұрын
Bruh I tried executing your method it went really well , but at last i got an error like " global obsensor_uvc_stream_channel.cpp:156 cv::obsensor::getStreamChannelGroup Camera index out of range " how to fix this and bro how to PASS a image as input
@sardorabdirayimov
Жыл бұрын
Use cv.VideoCapture(0) instead of 1 index. For images instead of variable cap, create variable image= cv.imread(img_path)
Пікірлер: 56