Тёмный

Live Face Recognition in Python 

NeuralNine
Подписаться 343 тыс.
Просмотров 139 тыс.
50% 1

In this video, we learn how to implement a live face recognition system in Python using machine learning and OpenCV.
◾◾◾◾◾◾◾◾◾◾◾◾◾◾◾◾◾
📚 Programming Books & Merch 📚
🐍 The Python Bible Book: www.neuralnine.com/books/
💻 The Algorithm Bible Book: www.neuralnine.com/books/
👕 Programming Merch: www.neuralnine.com/shop
🌐 Social Media & Contact 🌐
📱 Website: www.neuralnine.com/
📷 Instagram: / neuralnine
🐦 Twitter: / neuralnine
🤵 LinkedIn: / neuralnine
📁 GitHub: github.com/NeuralNine
🎙 Discord: / discord
🎵 Outro Music From: www.bensound.com/

Наука

Опубликовано:

 

20 мар 2023

Поделиться:

Ссылка:

Скачать:

Готовим ссылку...

Добавить в:

Мой плейлист
Посмотреть позже
Комментарии : 146   
@sefiks
@sefiks 6 месяцев назад
Hey 👋 I'm the creator of DeepFace. Thank you for sharing this video to the community.
@benwilliams5622
@benwilliams5622 6 месяцев назад
why does my program say :The conflict is caused by: deepface 0.0.80 depends on tensorflow>=1.9.0 when trying to install deepface
@sefiks
@sefiks 6 месяцев назад
@@benwilliams5622 you may have older tf version
@AB-cd5gd
@AB-cd5gd 4 месяца назад
​@@benwilliams5622try installing tensorflow and updating it
@user-iu6be3rw7l
@user-iu6be3rw7l 3 месяца назад
how it works? face color recognition?
@user-yw2vy2qp5d
@user-yw2vy2qp5d 3 месяца назад
i think its @@user-iu6be3rw7l
@prashantbhosale6745
@prashantbhosale6745 3 месяца назад
I have been following you for the past year, and each time you release new and exciting videos, I thoroughly enjoy them and learn a lot. Thank you so much for creating such amazing content. Keep up the great work!
@Mete-Hans
@Mete-Hans Год назад
Your are explaining very clean and it's easy to understand thanks for video.
@mrkewi1
@mrkewi1 8 месяцев назад
don't stop bro. you're awesome
@AhmadHalabi001
@AhmadHalabi001 Год назад
Awesome, Thanks for sharing this!
@ellisondoe2759
@ellisondoe2759 10 месяцев назад
thanks this video was really helpful
@learn4me6
@learn4me6 Год назад
Thanks for sharing. I think the Time complexity of this code is quadratic, n squared?
@PristineMedal02
@PristineMedal02 6 месяцев назад
I'd like to ask, is tensor cores required for this live face recognition? I have a ultrabook and I wonder if this can run on my laptop. If not, can you give me some projects using Python 3.12 and OpenCV with same features? thank u so much
@PANDURANG99
@PANDURANG99 10 месяцев назад
Instead of web cam I wants to use live desktop screen to detect objects, is it possible? And show in desktop rectangle itself?
@mihaelafranjic8224
@mihaelafranjic8224 3 месяца назад
Thank you! Is there any chance that we can connect Phyton to other camera and then detect when someone is seeking for help, are they feeling safe or do they trust to the product?
@artsaward3983
@artsaward3983 7 месяцев назад
great video i love it but mine says that there is no attribute named copy. can you help?
@threethosphimjun4836
@threethosphimjun4836 Год назад
Thank you so much!
@tcgvsocg1458
@tcgvsocg1458 Год назад
its really funny to see the younger youtuber become older ^^
@user-vz5ku4mi1y
@user-vz5ku4mi1y 6 месяцев назад
is Deepface compatible with OPENCL or RocM ? Cannot install CUDA drivers due to AMD Radeon graphics card
@codewithazam3750
@codewithazam3750 10 месяцев назад
whats the shortcut for zooming out in python
@_SanjayBiswas
@_SanjayBiswas Год назад
Super Cool!
@hotviissp8
@hotviissp8 7 месяцев назад
code works in intelij but doesn't work when i pack it in .exe file via pyinstaller. firstly gives an error: "autograph is not available in this environment: functions lack code information. this is typical of some environments like the interactive python shell". then program starts to work, but tasks with face recognition doesn't do anything. what should i do?
@honzosaurus42069-no_furry
@honzosaurus42069-no_furry 6 месяцев назад
I think pyinstaller doesn't support all of the libraries for python, which sucks. I actually made a RU-vid video downloader today, with tkinter and pytube. It worked, but when I packed it as an exe, it couldn't even run and gave me an error that I don't even remember.
@siddhartmodi4117
@siddhartmodi4117 Год назад
How much time does it takes to run?
@hipockt4
@hipockt4 8 месяцев назад
Is it possible using the same technique to build a biometric passport photo creator
@CLouis-vr8ut
@CLouis-vr8ut 11 месяцев назад
Hi, i like your video. Can you make a video about how you learn new things and how to get the right information?Danke!
@user-kd5nj7ou4i
@user-kd5nj7ou4i 2 месяца назад
please tell me any mentor , which field is best in python except data science or AI
@Bright-Great
@Bright-Great 7 месяцев назад
can it work in web application in both desktop, android and iPhone
@harunkenan4552
@harunkenan4552 Год назад
Awesome
@acunamercadoroyermarcelo6911
@acunamercadoroyermarcelo6911 11 месяцев назад
same error: I cant understand why this appears in terminal "vgg_face_weights.h5 will be downloaded..." and never ends, so then it is everytime No Match. Can you explain what is "vgg_face_weights.h5 will be downloaded..."
@mohitgarg5081
@mohitgarg5081 9 месяцев назад
Same problem
@mohitgarg5081
@mohitgarg5081 9 месяцев назад
I also can't understand
@mohitgarg5081
@mohitgarg5081 9 месяцев назад
Plz tell me
@SpHavFun
@SpHavFun 9 месяцев назад
I just increased time from %30 to %1000 and after to %100, then wait until weights download complete (100%). All running good.
@gilstechlife8962
@gilstechlife8962 6 месяцев назад
How did you get it to finish downloading?
@matheusrolim8723
@matheusrolim8723 11 дней назад
the code is working partially, the camera pops up but dont show any message of match or no match (using a macbook air and pycharm), can you help me?
@abudanish196
@abudanish196 2 месяца назад
It is not working for me. It keeps running forever.
@user-ku1gk8eq6h
@user-ku1gk8eq6h Месяц назад
same man
@aminhamdi6619
@aminhamdi6619 Год назад
hhere's the code guys " import threading import cv2 from deepface import DeepFace cap = cv2.VideoCapture (0) cap.set(cv2.CAP_PROP_FRAME_WIDTH, 640) cap.set(cv2.CAP_PROP_FRAME_HEIGHT, 480) counter = 0 face_match = False reference_img = cv2.imread("reference.jpg") def check_face(frame): global face_match try: if DeepFace.verify (frame, reference_img.copy())['verified']: face_match=True else: face_match=False except ValueError: face_match=False while True: ret, frame = cap.read() if ret: if counter % 38 == 8: try: threading. Thread(target=check_face, args=(frame.copy(),)).start() except ValueError: pass counter += 1 if face_match: cv2.putText(frame, "MATCH!", (20, 450), cv2.FONT_HERSHEY_SIMPLEX, 2, (0, 255, 0), 3) else: cv2.putText(frame, "NO MATCH!", (20, 450), cv2.FONT_HERSHEY_SIMPLEX, 2, (0, 0, 255), 3) cv2.imshow("video", frame) key = cv2.waitKey(1) if key == ord("q"): break cv2.destroyAllWindows()
@sambhavmohanty8800
@sambhavmohanty8800 Год назад
Thank you
@maxiaguerre8394
@maxiaguerre8394 4 дня назад
Goated comment
@IdeaMayday
@IdeaMayday 3 дня назад
Does it only work with these codes?Does it have any addictions?
@sirkudos3666
@sirkudos3666 Год назад
Good one
@clintjakealfante3101
@clintjakealfante3101 4 месяца назад
Do I need to download deepface separate?
@Wootcabage
@Wootcabage 2 месяца назад
For me it works if i use a refrence image and i hold up the same exact image infront of the camaar, but if i use a refrence image of me and actually go infront of the camara it does not work
@TheUnofficialMaker
@TheUnofficialMaker 9 месяцев назад
nice job
@mohamedel-adl996
@mohamedel-adl996 4 месяца назад
hi, i'm wathed your tutorial several times and i even copied your could but i get this error every time ,could you help me with it : File "h5py\_objects.pyx", line 54, in h5py._objects.with_phil.wrapper File "h5py\_objects.pyx", line 55, in h5py._objects.with_phil.wrapper File "h5py\h5f.pyx", line 102, in h5py.h5f.open OSError: Unable to synchronously open file (truncated file: eof = 4653056, sblock->base_addr = 0, stored_eof = 580085408)
@bhattdevarsh
@bhattdevarsh Год назад
Are you planning to upload source code on git?
@reubenanilarakkaparambil7787
@reubenanilarakkaparambil7787 6 месяцев назад
import threading import cv2 from deepface import DeepFace cap = cv2.VideoCapture(0, cv2.CAP_DSHOW) cap.set(cv2.CAP_PROP_FRAME_WIDTH,640) cap.set(cv2.CAP_PROP_FRAME_HEIGHT,480) counter = 0 face_match= False reference_image = cv2.imread(r"c:\Users\Reuben Anil\PycharmProjects\pythonProject3\deepface\selfie.jpeg") def check_face(frame): global face_match try: if DeepFace.verify(frame, reference_image.copy())['verified']: face_match=True else: face_match=False except ValueError: print("Upar ka Value Error") face_match=False while True: ret, frame = cap.read() if ret: if counter % 30 == 0: try: threading.Thread(target=check_face, args=(frame.copy(),)).start() except ValueError: pass print("Not a Match") counter += 1 if face_match: cv2.putText(frame, "MATCH!", (20,450), cv2.FONT_HERSHEY_SIMPLEX, 2, (0,255,0), 3) else: cv2.putText(frame, "NOT A MATCH!", (20,450), cv2.FONT_HERSHEY_SIMPLEX, 2, (0,0,255), 3) cv2.imshow("video", frame) key = cv2.waitKey(1) if key == ord("q"): break cv2.destroyAllWindows()
@kilimanjaro8075
@kilimanjaro8075 Месяц назад
thank you so much for explaining this cool project
@pranathikamisetty1662
@pranathikamisetty1662 7 месяцев назад
what if we have to use for a data set
@AKKJ420
@AKKJ420 Год назад
Mate do a tutorial for live number plate recognition anpr system. Most of them are paid services. Thanks for the video anyway.
@hasson2349
@hasson2349 Год назад
Why do you use threads here? How does it improves the code and in general, when to use threads?
@ibrahimyusufgarba1243
@ibrahimyusufgarba1243 7 месяцев назад
to handle multi-task processing at the same time
@gravitycore1
@gravitycore1 26 дней назад
So would this particular project fall under machine learning?
@dipankarshaw900
@dipankarshaw900 10 месяцев назад
Pair this with his object detection python script and you got a security camera
@computerman4441
@computerman4441 5 месяцев назад
How can i download deepface module?!
@prashantbhosale6745
@prashantbhosale6745 3 месяца назад
I am facing a challenge to extract the specific field data from pdf file , how to extract efficiently . please make a video on this
@Sternhammer89
@Sternhammer89 6 месяцев назад
Hi, excellent tutorial. I am running this on a Macbook OSX 10.15.7, OpenCV version 4.6.0. First issue I had seemed to point to protobuf, so I uninstalled the current version and installed protobuf 4.21.5. Now when I start the program the only message I receive is: "2023-12-03 10:10:14.984020: I tensorflow/core/platform/cpu_feature_guard.cc:182] This TensorFlow binary is optimized to use available CPU instructions in performance-critical operations. To enable the following instructions: AVX2 FMA, in other operations, rebuild TensorFlow with the appropriate compiler flags." I get no video window?
@Sternhammer89
@Sternhammer89 6 месяцев назад
OK so I had spelt HERESHY incorrectly :-) should have been HERSHEY!! My bad. However I never seem to get a face match?
@Sternhammer89
@Sternhammer89 6 месяцев назад
Sorry sorted now, seems to be working.
@anandjs8612
@anandjs8612 6 месяцев назад
@@Sternhammer89how’d you fix it
@Sternhammer89
@Sternhammer89 6 месяцев назад
@@anandjs8612 Which part? Once I had installed protobuf 4.21.5 and corrected my spelling of HERSHEY it just worked. At first I thought it was not working when I received the message about Tenserflow Binary, but after a few more seconds the video windowed opened and started to work.
@anandjs8612
@anandjs8612 6 месяцев назад
@@Sternhammer89 ok interesting. For me I’m just always getting no match
@adithyawanasinghe3082
@adithyawanasinghe3082 11 дней назад
What is this python version
@vimukthisadithya6239
@vimukthisadithya6239 2 месяца назад
I'm encounting with the error TypeError: unhashable type: 'list' can I know the specific library versions that has been used on this project ?
@arturasstonys9404
@arturasstonys9404 Месяц назад
I got the same error even though I cannot find some references in internet regarding this problem. Seems weird :/ The error apears in line "from deepface import DeepFace" so there is something wrong with the library itself
@petersignore9547
@petersignore9547 Год назад
So I have the file running of my photo, but it isn't recognizing the image, still claims NO MATCH continuously
@LoveMotorist
@LoveMotorist 11 месяцев назад
same for me.. no match is always there, maybe there are specifications for the size of the reference image
@mohitgarg5081
@mohitgarg5081 9 месяцев назад
Same plz tell me how can i solve this problem
@ibrahimyusufgarba1243
@ibrahimyusufgarba1243 7 месяцев назад
The same also showing NO MATCH always.
@mohamedfatheddine1447
@mohamedfatheddine1447 5 месяцев назад
Same problem if someone can help me
@bhavyamittal3418
@bhavyamittal3418 4 месяца назад
I am too getting the same error
@vlogsunlimited6735
@vlogsunlimited6735 7 месяцев назад
Bro create a code to crate handwriting in NOTE PAD
@clintjakealfante3101
@clintjakealfante3101 4 месяца назад
What IDE are you using for coding in the video?
@abdelhake2673
@abdelhake2673 3 месяца назад
Pycharm if you are still interested
@Lithium59
@Lithium59 Месяц назад
Someone is probably working on a python iphone with neuralnine's videos
@benezer4937
@benezer4937 Год назад
Hey man, great tutorial! But I would like to ask, what if u want to have multiple face reference?
@jeffluminosity-staunch1579
@jeffluminosity-staunch1579 11 месяцев назад
Just have another reference img.jpg and name it reference img 2.jpg and write Cv2.imread(reference img .jpg , reference img 2. jpg) and add 3 , 4 as many as you like just make sure to reduce the counter percentile in half(15%) per reference img since it is now looking for 2 or more faces per single frame that should do the trick.
@kasozimarktum4925
@kasozimarktum4925 11 месяцев назад
Hey man... mine doesn't work
@jeffluminosity-staunch1579
@jeffluminosity-staunch1579 11 месяцев назад
@@kasozimarktum4925 make sure that numpy and cv are up to date and also the first time you are going to start the program it will start by downloading the reference img that you had put in so it will take a bit more time at first to start you should see the img being downloaded in the terminal if the counter percentile makes it so that it keeps on triggering the download again and again just increase the percentile to 3500000000% (Something large) so that it may have time to download the img later just put counter back to normal. Hope this helps!
@mohamedfatheddine1447
@mohamedfatheddine1447 5 месяцев назад
@@jeffluminosity-staunch1579still claims No Match, can you help me please
@jeffluminosity-staunch1579
@jeffluminosity-staunch1579 4 месяца назад
@@mohamedfatheddine1447 is your reference img file in the same folder as the program? if yes than know that your reference img must be taken at the same lighting as you are testing, If that does not work I will recommend to either look for errors in the code or to re-write the complete code again at this point it really comes down to how determined you are to have a security face recognition :)
@aaravakshayshah7527
@aaravakshayshah7527 11 месяцев назад
can you upload the source code
@HomeRunRealEstate-xi3rm
@HomeRunRealEstate-xi3rm 2 месяца назад
Cool
@fintech1378
@fintech1378 5 месяцев назад
Can you cover GPT4V on CCTV?
@rohitsharma9755
@rohitsharma9755 2 месяца назад
what is reference .jpg
@joshualampitoc6199
@joshualampitoc6199 11 месяцев назад
How can i add reference image
@juniorberard9611
@juniorberard9611 4 месяца назад
lll
@snup2926
@snup2926 Год назад
Guys, how can i run this code in visual studio? I am kinda new here
@Just_Hu
@Just_Hu Год назад
F5 to run codes
@MegaTommy105
@MegaTommy105 8 месяцев назад
set off my shotgun trap when it recognizes me o7
@artbuddy5043
@artbuddy5043 Месяц назад
can u do this with raspberry pi
@akshithkrishnabanda
@akshithkrishnabanda 7 месяцев назад
Bro it is showing nomatch for me
@flapjack7301
@flapjack7301 9 месяцев назад
pip doesnt work, im using python 3.11 and dont know what to do
@Wootcabage
@Wootcabage 2 месяца назад
you have to install pip or somthing. I did not know what to do and a quick google searche helped me. I searched somthing like how to get pip(Im not sure what i did couse i am rechecking theses comments aftersome time couse i needed some information)
@4lex355
@4lex355 2 месяца назад
this is not working for me. i run the code and there is no window opening with image of the camara.
@rolandfebrian6711
@rolandfebrian6711 Месяц назад
same
@4lex355
@4lex355 Месяц назад
@@rolandfebrian6711 i think i fixe it. You have to change the number.
@baekrackjune6944
@baekrackjune6944 Год назад
Hi I allways Thanks> I hasve deepface.verify([frame, reference in.copy()])['verified'] 'nonetype' object has no attribute 'copy' please help~~
@shashaankkota9020
@shashaankkota9020 Год назад
Getting the same error were u able to fix it ?
@Alex-ul2eo
@Alex-ul2eo Год назад
@@shashaankkota9020 no square brackets
@danacosta5237
@danacosta5237 Год назад
I have the same error, i wrote a test and the imread function is reading in the image properly so idk what the issue is
@venzi5924
@venzi5924 Год назад
were you able to fix it?
@danacosta5237
@danacosta5237 Год назад
@Venzi no, im gonna try just using a different library. I think theres one called facial_recognition or something using opencv
@pranathikamisetty1662
@pranathikamisetty1662 7 месяцев назад
it didnt work for me
@ujwalpathak278
@ujwalpathak278 5 месяцев назад
can I get the source code
@arkajyotipal6205
@arkajyotipal6205 2 месяца назад
It just says 'No Match'
@gergohorvath2538
@gergohorvath2538 Год назад
It’s strange that you set check_face to every 30 secs but it detected match and no match immediately
@godakartik8110
@godakartik8110 Год назад
it is set to every 30 FRAMES. not every 30s. since video is at 30 frames/sec, we can see a match/no match every 30 frames i.e., every 1 sec
@muhibmallick7708
@muhibmallick7708 Год назад
i don't know if your camera is good or what but its not recognizing me.
@karansinghraghav1586
@karansinghraghav1586 11 месяцев назад
Bro it shows no match always 😢
@arkajyotipal6205
@arkajyotipal6205 2 месяца назад
Same Problem here. I thought maybe my laptop camera sucks so I even tried using my phone's rear camera using DroidCam and still it keeps saying No Match
@goldloli2638
@goldloli2638 10 месяцев назад
Traceback (most recent call last): File "d:\20a31a4429\Face.py", line 3, in import opencv as cv2 ModuleNotFoundError: No module named 'opencv' 😔 What should I do?
@mmigi3095
@mmigi3095 9 месяцев назад
instead of writing "import opencv as cv2" just write "import cv2"
@mrkewi1
@mrkewi1 8 месяцев назад
try this: import cv2 as cv. then you can use cv instead of writing cv2
@viswaksena4013
@viswaksena4013 7 месяцев назад
Wow, next level issue ig no one can solve #airanevanchalaenti
@thuyhuong3402
@thuyhuong3402 6 месяцев назад
i can't install deepface
@Kaganerkan
@Kaganerkan 9 месяцев назад
It didint work.
@dombomb4147
@dombomb4147 9 месяцев назад
My computer cant handle it, but thanks anyway!
@g.kaviyagurunathan7543
@g.kaviyagurunathan7543 4 месяца назад
Source code
@user-hl7bh3dx8d
@user-hl7bh3dx8d 24 дня назад
write a code
@duyduy5595
@duyduy5595 16 дней назад
Why don’t you just make python comments instead of talking??? You better create a very simple program then adding it up to the final level it would be much more easier to people to grab it
@ham4497
@ham4497 Год назад
A je shqiptar
@mrirfan__07
@mrirfan__07 Год назад
sir plz provide code sir not provide any videro 😠
@asilbekqurbonov5168
@asilbekqurbonov5168 8 месяцев назад
can you send the code, please
Далее
Face Recognition With Raspberry Pi + OpenCV + Python
7:15
Python Face Recognition (Beginner Tutorial)
12:36
Просмотров 39 тыс.
УТОПИЯ ШОУ В КИНО
2:36:54
Просмотров 285 тыс.
How I would learn to code (if I could start over)
10:52
Movie Recommender System in Python with LLMs
25:01
Просмотров 2 тыс.
Modern Graphical User Interfaces in Python
11:12
Просмотров 1,4 млн
How does facial recognition work?
6:43
Просмотров 188 тыс.
Makefiles in Python For Professional Automation
13:43
Python Face Recognition Tutorial
31:18
Просмотров 623 тыс.
Open Source Face Analysis with Python
15:07
Просмотров 46 тыс.
Coding Web Crawler in Python with Scrapy
34:31
Просмотров 100 тыс.