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! ❤

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

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

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

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.

Amazing tutorial. You're underrated bro.

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

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

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

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

lot of subject ,much better than many youtube videos

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?

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

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.

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

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

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

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

Amazing youtube channel for python projects

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

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?

"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.

KZfaq never rewards valuable content

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 .

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

very helpful brother you saved me from deadline of project submission

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

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

What algorithms are used in the project?

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

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

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))

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

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

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

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

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.*

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

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

@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).

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?

Best tutorial 💯Working Thankyou sir

i learnt much more after watching this video

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

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

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

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?

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

Can i use your project as my college project?

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

Hey what changes can I do for external web cam please help

Could I get the documentation on this project

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

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

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

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

Sir which python version you used?? In this project

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

Thank you sir.....!! I tried with the project and I have done it successfully .... But what that indicate * "(1, 1,200,7) " * which is on output screen......???

Superb anna.. romba helpful ah irunthichu 😍

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

Really such nice video

Explained it very well..👌👍👏

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....................

Tq so much it helped a lot to my major project

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

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

it's good sir keep going

Am completely a newbie to AI and ML topics, so i have a doubt. That is , is this a single layer ML model or Multi layer ML model ? Please correct me even if my question is wrong. Thank you

superb work

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

Sir can u tell me what features you have taken for face detection while wearing mask?

The great work sir, Make it more videos.

What is the algorithm you used in detecting the mask face and without mask face....

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

Very helpful ☺️👍... Keep going

Really Nice explanation 👌 Thank you 😊

SIR WHICH ALGORITHM IS USED FOR DETECTING MASKED AND UNMASKED PERSONS

Bro I am doing this in colab videostream is not working as it giving error as None type object has no attribute shape . could you please help to do this

man youre saviour thank u bro

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

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*

Thank you so much sir 🙏

Good job with simple implementation

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

Could you tell me how to improve the accuracy of face detection when it is far from the camera?

Thank you sir 🔥 Crystal clear explanation 💥

Super amazing project bro

Lovely explanation. Helped a lot. Thank You

Easily understandable 👌 Thank you man

Try to install pakage for tensorflow>=1.15.2 but got error no version satisfy please suggest

Superb work, great example for classification problem

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

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

Really amazing explanation.

Hello Sir, I executed the entire code but my camera doesn't stop even if I try to close the frame terminal. For that I have to complete stop the kernel. I am using Jupyter Notebook. Can you please suggest how I can stop my camera without ending up with a dead kernel?

Very nice explanation! Did you resize all the images used? If I want to add more images to the dataset do I need to resize or pre process them?

Best explanation..Thank you🙏🏻🙏🏻

hats off to you brother

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.