Face Mask Detection using Python, Keras, OpenCV and MobileNet | Detect masks real-time video streams

[@andreeasrh]

In my opinion, I think that you are the best Indian who makes tutorial like this. Very very very easy to follow and you learn so much! Thanks! ❤

[@kingchan9577]

you save my life from my class project Thank you bro!!!

[@leojoyjr2755]

This is the First video ... And you got my subscription 😍 Perfect explanation

[@neeloholic]

This project saved my life at the last moment of my codeathon Thank you very much Sir It helped a lot

[@geethanjaligajulapalli3189]

hii. will u help me in this project. am getting tensorflow errors. this weekened i need to submit the project. am getting fear , till now i didnt rectified the errors. please help me

[@h.o.p.e3071]

U completed this project??

[@neeloholic]

@@geethanjaligajulapalli3189 ok

[@neeloholic]

@@h.o.p.e3071 yea

[@geethanjaligajulapalli3189]

do u have documentation for this project?

[@abhishekd1012]

Hi balaji, I'm in the beginning of Deep Learning concepts right now. Thanks for this video, this really keeps me motivated. After finishing those concepts I'll come back to this project.

[@oanquocnhan6604]

You finish ?

[@mohamedsamsudeen208]

Bro did you have this project report

[@saisharaneruventi2180]

@@mohamedsamsudeen208 I too need

[@saisharaneruventi2180]

Have u done paper bro

[@CodeMuscle00]

Amazing tutorial. You're underrated bro.

[@v22kumar]

Thank you ❤️

[@masterjay_photography]

Thank you so much. I've done this for my semester project and it is working perfectly.:)

[@himanshuyadav7856]

Bro this project is based on which algorithm

[@chaithanyarajashekhar5043]

Amazinggg!! Perfect speed, understandable thank you so much for this video!!

[@shilpakamble7791]

This is really very very useful video sir. Thank you so much to explain in such good way and giving amazing explanation. Once again thank you sir.

[@danielaramirez7923]

Bro.... You are great at what you do. Good Job!!!

[@h.o.p.e3071]

Thanku so much sir.. Wonderful project. All things worked in 3hours

[@abdengineering8226]

amazing , can you tell me what is the version of tensorflow that you use it?

[@liamhan8145]

If I were to run this on raspberry pi, will I have to convert both the mask_detecting model AND the face recognition model to tflite? Or just the tf lite?

[@rakeshranjankumar1051]

Thank u sir very very much aaj apke wajah se bina project kiye hi marks mil jaeyga..thank u

[@rajsaraiya7125]

Amazing work Balaji can i know what is the training and validation accuracy you have achieved???

[@revudevendraswamy6632]

Have provided dataset path ?

[@krishnabisht1240]

kzbin.info/www/bejne/jZLFp2NuaNtsmZY Watch potrait by coding in python

[@justlutfi2890]

go to school for 99.999999%

[@akshatsrivastava7771]

How to add the path in anaconda prompt?

[@johnjackson9767]

"With further improvements these types of models could be integrated with CCTV cameras to detect and identify people without masks." Thanks for helping to increase the authoritarianism of the state.

[@arthurarturo4625]

Is there a way where you can add a third dataset, to have a option of "bad mask"? Where they have the mask on wrong, with the nose out?

[@goldmanhadad]

Simple collect images where nose is out And create a third folder and adjust the changes in code aswell

[@lakshmipriyaanumula9506]

@@goldmanhadad I actually trying this,it's not accepting more than 2 datasets,can u please tell where should i modify code??

[@luohaoran3285]

@@lakshmipriyaanumula9506you can probably google the multiple class classification sample coding for CNN, I think there are many samples out there.

[@subrinas7830]

Could anyone tell whether this project is based on neural networks??

[@ThouheethaA]

@@subrinas7830 yes its cnn model

[@marksathish2783]

lot of subject ,much better than many youtube videos

[@venkateshbrabhu3689]

Hey, actually that was a easy and simple as you explain . I'm really interested to see your other videos as well. If I have any quires i ll reach you either through mail or any other social media . I plan to start my learning completely with your videos 😂. I'm currently working as a python developer .

[@saisharaneruventi2180]

Have you done paper bro

[@akshatsrivastava7771]

How to add the path in anaconda prompt?

[@RINKYVERMA-gt1pw]

​@@akshatsrivastava7771 is it compulsory to add path for using tensorflow??

[@contico8768]

Amazing youtube channel for python projects

[@saivasista8440]

It was really helpful, can you give any suggestions for detecting mask from a long distance. This model supports approx 2 meters.

[@amolikvivian]

Can probably change the Face Detection Model to improve detection distance. YOLO's pre-trained face models should work fine for the same.

[@epicgamer9643]

you could try training different images to detect mask wearing from a long distance

[@saisharaneruventi2180]

Have you done ppt bro

[@ramandeepsingh2695]

very helpful brother you saved me from deadline of project submission

[@uniqueemperor4306]

WHAT IF SOMEONE HAS BIG BEARDS .??WILL IT BE DETECTED AS MASK??

[@NarasimmanNarasimmans]

need to add that kind of images while training..

[@akankshaaher7364]

No it didn't

[@daddyofalltrades]

Wonderful. This cleared a lot of doubts I had. Thank you sir

[@sajjadmuslim6514]

wonderful project appreciate if trigger an email when ever a person appears in camera with out mask. is it possible??

[@mahalakshmi1460]

Yep it is possible with basic if else. If the person is not wearing a mask, send a mail. U can refer youtube to see how to send a mail.

[@____puthiyavidiyal4589]

What algorithm is used in this project can u tell???plz

[@krishnaraj1280]

Yes it's possible bro

[@RSElectronics3901]

finally i got success for making Mask Detection Thanks a lot Sir

[@thavanamsravani5961]

Hi can u share me documentation for face mask detection

[@phuahkinyin766]

hi can u share me the code and dataset? very appreciate it

[@babithasiddula3446]

What algorithms are used in the project?

[@PraveenKumar-sg4zr]

yes.... if anyone knows please said now

[@shylajah.n3960]

Really a very good demonstration of the code for mask face detection

[@swapnadeepsarkar5850]

It was really helpful, can u make a tutorial on face recognition using one shot learning??

[@BalajiSrinivasan25]

Sure, will do it!

[@swapnadeepsarkar5850]

@@BalajiSrinivasan25 Thank u sir, It will be really helpful as there's no video on practical one shot learning and triplet loss in practice for face recognition...

[@sathyacris1399]

@@cricketlovers3286 keras is part of tensorflow.

[@snvlogs7901]

@@BalajiSrinivasan25 sir can you create a code for live face mask

[@KHM95]

Here's a paid course for this: It's amazing khadymschool.thinkific.com/courses/data-science-hands-on-covid-19-face-mask-detection-cnn-open-cv

[@jathiswarbhaskar2479]

Thanks a lot for this. Easily understandable explanation and codes.

[@anthonygonsalvis121]

@Balaji, very nice video! Very helpful narration. Thank you. I'm a newbie in this area and plan tp watch your other videos. In general, how do you decide which specific model to use for a certain application/use case? TensorFlow itself has so many different 'families' of options (MobileNet, Inception, ResNet, Hourglass just to name a few - let alone the dozens of feature_extractors in each family). Then there are other classifications such as RCNN, SSD, Center_Net, etc.). Too confusing choices for new learners. Would you please make a separate video just comparing them all? Separately and completely unrelated, would you please create similar video on Predictive Maintenance of capital assets (i.e. machinery and equipment) directly applicable to the manufacturing industry, where the manufacturer wants to know when to send in maintenance service personnel to the client site for maintenance/repair/part replacement based on the telemetry (sensor) data. Two typical questions are: (1) What's the RUL (Remaining Useful Life) of the machine or one of its components, and (2) Will the machine or a specific component fail in the next 24 hours/week/month/quarter/year (whichever time horizon is most appropriate for that machinery and its operating demands).

[@NKSG100]

On which ide is he coding ???

[@kathir6581]

@@NKSG100 same doubt bro

[@NKSG100]

@@kathir6581 sublime text

[@mohitjoc25]

Sir I am not from computer background ....I don't know any programming as of now....but interested in deep learning......&ML .... Can you make full course on deep learning..... Timing doesn't matter......10 ..10 hour many vedios.... But make it from basic to advance....with theory .... practical......and lot of projects ...... I love this one

[@dishamankawle2586]

ERROR: Could not find a version that satisfies the requirement tensorflow>=1.15.2 (from -r requirements.txt (line 1)) (from versions: none) ERROR: No matching distribution found for tensorflow>=1.15.2 (from -r requirements.txt (line 1))

[@abdullah_khan6887]

install python and opencv first then try

[@aksh2588]

​@@abdullah_khan6887brother I got the same problem... Can you please elaborate how can I fix this issue

[@skyskitchen7872]

KZbin never rewards valuable content

[@ichigo6386]

Hello, your code is amazing. However I also want to detect wearing face masks incorrectly, what should I do ?

[@sushmithareddy7564]

superb work

[@ajayjoshi_aj]

hello sir, can u mention your PC specs. in detail for ram, cpu and gpu etc. and please tell us in next video that how to use GPU while training model

[@WanuX]

from tensorflow

[@shivangichandrajain4380]

can u recognise the face if i send u a video ,

[@aksh2588]

​@@WanuXbro I got same issue of tensorflow... How can I resolve it

[@aliffnabil5542]

bro thanks a lot. i applied your code logic to detect if the eyes are close or not and it works!

[@kalyanasundaram6368]

Some files are like ERROR: Could not find a version that satisfies the requirement opencv-python==4.2.0.* ERROR: No matching distribution found for opencv-python==4.2.0.*

[@sairajpoojari3160]

ERROR: No matching distribution found for numpy==1.18.2 my error is this can any one help please

[@ashpakshaikh2417]

Hi i am facing similar error where you able to fix this issue please help if u can

[@yerraharibaba4241]

Thank you sir 🔥 Crystal clear explanation 💥

[@BalajiSrinivasan25]

Thank you.

[@____puthiyavidiyal4589]

@@BalajiSrinivasan25 sir can u tell what algorithm is used ??plz👍🏻

[@pavithiranb5765]

Simple doubt, WILL IT SHOW IF WE ARE WEARING A TRANSPARENT MASK !!!! 😐🔥

[@naveenkannaa9008]

After few modifications in code and images used

[@darshanpanchal3046]

Glue piece of cloth over mask

[@artistry72]

Very nice video and simply explained... Many thanks..

[@Reeve61]

bro if you dont mind can you please explain what's going on in the detect_and_predict_mask function in the execution program.

[@KHM95]

Here's a paid course for this: It's amazing khadymschool.thinkific.com/courses/data-science-hands-on-covid-19-face-mask-detection-cnn-open-cv

[@shwetanshusood9450]

Thank u so much for help. Past few days i was having many errors. And now after seeing this. All my doubts are cleared❤❤

[@saisharaneruventi2180]

Bro have you done any report or ppt ??

[@mikhailsloushch5052]

Hi! Great job! Why it could detect face only when it's close to the camera? Am I able to get detection when I'm 4-5 meters far?

[@vinusanker8767]

Depends on dataset and clarity

[@explors91]

Thank you so much. Keep posting the videos because that help us to learn things in best way.

[@sheezankhan]

Hi Balaji! I tried to execute the source code. But getting some errors. Could you please help?

[@muhiuddinhazari4229]

make sure that you have created a new environment in anaconda and then install the packages given in the video in that environment. You can find tutorials on youtube on how to create envrironment using anaconda prompt

[@sauvagyaranjanbehera9096]

i learnt much more after watching this video

[@geethanjaligajulapalli3189]

when i tried, it is showing that failed to load native tensorflow runtime. what to do now? can you please help me

[@ayushdhandoriya8639]

Yes exactly

[@farrukhiqbal9415]

its really helpful , extremely thanks bro you did a great job

[@himanshuranjan8634]

Can i use your project as my college project?

[@saisharaneruventi2180]

Yes

[@ps6846]

Bro if u had make project report can u pls share?

[@rushikesh.mahajan]

amazing tutorial ... to make it more acurate i ncreased the dataset

[@karimmache4018]

Great job, nice thank you. I would like to know more files inside face_detector folder: deploy.prototxt and res10_300x300_ssd_iter_140000.caffemodel how you construct them

[@andraputra9997]

Same here

[@noelthomasbejoy3089]

Downloaded from elsewhere,preexists

[@binayakpanda5749]

@@NithishKumar-se9ev how did u open the file?

[@deepakraj008]

caffee model is pre-trained deep learning model for face detection made with caffee frameworks like Tensorflow and PyTorch. You can create caffeemodel with that or you can also create with tensorflow.

[@NithishKumar-se9ev]

@@binayakpanda5749 it's on his github link in the desc

[@shailendravishwakarma8367]

Really such nice video

[@sushmithareddy7564]

Could I get the documentation on this project

[@saisharaneruventi2180]

Have you done paper

[@sushmithareddy7564]

@@saisharaneruventi2180 yes

[@saisharaneruventi2180]

It's urgent

[@sushmithareddy7564]

@@saisharaneruventi2180 sure, will mail u....kindly send ur id

[@saisharaneruventi2180]

@@sushmithareddy7564 can u send ..it's urgent

[@SANJAY2ROKA]

I have subscrived to your channel wonderful explanation.................................to all topics...... please upload more video in deep learning image classification object detection in image and video behaviour detection..................Good Video Sir....................

[@yashjha2661]

And here I am not able to write hello world program😂

[@tamaghnadey3050]

RIP bro☺

[@mikethegamedev]

hmm

[@sruthimolt3870]

Best tutorial 💯Working Thankyou sir

[@lakshyachhangani1056]

If some of you having problem in running because of Tensor Flow prob use thie command in command prompt * conda create -n tensorflow_env tensorflow*

[@creatyourself3723]

Amazing bro I got accurate result ❤😍 finally this project saved me

[@tejasgudewar4879]

So plz guidence to me

[@tejasgudewar4879]

Which python version used in project

[@amenimsong4650]

My life saver 😭😭😭.. Though I have some warning too and the accuracy are different .. But overall it's working fine thank you..

[@RINKYVERMA-gt1pw]

Can U help me pls

[@RINKYVERMA-gt1pw]

Actually I'm beginner I just want to ask you that do I need to add path through anaconda to work with tensorflow

[@robertkaramagi6801]

This is great work.

[@prathibam9859]

Thank you so much anna .Really very useful for me such a great video.I got the output correctly.

[@venkatraj7775]

Good job with simple implementation

[@alifaditya1547]

Thankyou sir, your explanation so easy to understand, the code flow also looks clear

[@BruceWayne-xq7bb]

Traceback (most recent call last): File "c:\Users\user\Documents\object detect\Face-Mask-Detection\train.py", line 38, in path=os.path.join(DR, CATEGORIES) File "C:\Users\user\anaconda3\envs\tensorflow_env\lib tpath.py", line 117, in join genericpath._check_arg_types('join', path, *paths) File "C:\Users\user\anaconda3\envs\tensorflow_env\lib\genericpath.py", line 152, in _check_arg_types raise TypeError(f'{funcname}() argument must be str, bytes, or ' TypeError: join() argument must be str, bytes, or os.PathLike object, not 'list' getting this error

[@senduranravikumar3554]

Superb anna.. romba helpful ah irunthichu 😍

[@shiyamprasad3213]

Easily understandable 👌 Thank you man

[@davidnguyen7160]

Just curious if you are wearing a mask while narrating this video. love your work.

[@saisharaneruventi2180]

Hvae u done paper ?

[@labadepradip7734]

The great work sir, Make it more videos.

[@akhilsettipally7398]

Explained it very well..👌👍👏

[@p.jayaraman2742]

Really Nice explanation 👌 Thank you 😊

[@Display670]

Super amazing project bro

[@mohammedsohilshaikh6831]

Really amazing explanation.

[@AtomicFleaHD]

Lovely explanation. Helped a lot. Thank You

[@bhavanireddy4512]

Tq so much it helped a lot to my major project

[@somarchivee]

it's good sir keep going

[@Wetu_Vexo]

thank you for your video! Hope you have a nice day sir !

[@hikt1731]

The idea is very good and I liked it. I hope you keep doing these kind of things!

[@devyanshibohra6518]

thanks a lot for making a super amazing video........its very useful

[@nishajshetty6191]

Very helpful ☺️👍... Keep going

[@AmitKumarManjhi-wc8mp]

Thank you for this video and the detailed explanation. I'm trying to set it up in a Python 3.9 environment, but it's not working. Could you please let me know which version of Python you are using?

[@yashbhalala4972]

Great learning experience with you

[@003abhinashkumarjha8]

hats off to you brother

[@rakshithrajpulluri3515]

Great video ....thanks🙏🙏

[@swagnbconnects]

Amazing Video. Very well designed and explained in detail step by step.

[@farhansiddiqui801]

Great tutorial..

[@bibibiti1098]

Thank you so much bro 👍🏻 keep going 🌻🌻🌻🌻🌻🌻🌻🪐🪐🪐🪐🪐great job 😊

[@Adhithya2003]

Good tutorial. But Keep mic some distance away from mouth keep mic at 45 degree to be precise so we will not hear a pop sound.

[@AnilKumar-bd2yt]

Nice work bro

[@andrejstaivok4638]

Very nice sound

[@saravindsamy4228]

Thank you so much bro for your idea to share with us..

[@niteshmaurya7552]

really helpful tutorial

[@ankitha423]

Worked👍.. Thanks..

[@younusaliakash]

Just Awesome brother.

[@bhaumikchaudhari1495]

Best explanation..Thank you🙏🏻🙏🏻

[@5umitpandey]

Great video, explanation and code! Thank you so much!

[@BruceWayne-xq7bb]

what ide is he using?

[@rush619able]

wow amazing 👏👏

[@TheS4akella]

Nice sir useful

[@raviranjankumar7513]

Good Work..!

[@aakarshitsrivastava6888]

Thank you so much Sir this video helped me a lot

[@Stevekevlar_]

the video is very informative thank you