Build FACE MASK DETECTION ALERT SYSTEM OpenCV Keras - Part 2 | Face Mask Detection system CNN Model
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- Опубликовано: 10 фев 2025
- This video titled "Build FACE MASK DETECTION ALERT SYSTEM OpenCV Keras - Part 2 | face mask detection system CNN Model" is a part - 2 of Face Mask Detection System where we will see how to Build a Face Mask Detection System that can detect a person in real-time if he/she is wearing a mask or not using CCTV camera with quite a good accuracy. After that, he/she is denied access to places where authorities have strictly asked to wear the face mask. After denying access to the person, authorities will get an alert email in real-time where the person’s photo will be attached. May be screen panels could be installed at the entrances where a person when denied can see a pop-up Warning Message where he/she would be advised to wear a mask before getting access. This kind of Face Mask Detection Alert System has applications at Airports, Hotels, Public Buildings like Driving Licence Offices, and other major places where we expect large public gatherings. We will be using Python, OpenCV, Keras with Tensorflow as a backend for building the Deep Learning Convolution Neural Network model in this project series. This project is very useful to check Covid-19 spread and contains details of building Convolutional Neural Network as well as Training it, saving, or serializing it, plotting the architecture of Deep Learning Model.
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#FaceMaskDetectionSystem #FaceMaskOpenCV #FaceMaskDeepLearning
Jupyter Notebook Link - theaiuniversity.com/courses/face-mask-detection-alert-system/
State True or False:
Adam optimizer can be looked at as a combination of RMSprop and Stochastic Gradient Descent while doing model training.
it is not working
Yes it not working
It's not working
Excellent explanation
Sir, Facing issue in validation_split, compilation error while coding. Can you please suggest solution?
Hey is you got the solution
DID U GET THE SOLUTION?
Excellent 👌 work Nithin. Can you please create few video for yolo object detection
Yes, that will be my next project
sir
their is an error in the building CNN model
" model.add(Conv2D(64,(3,3),input_shape=(img_rows, img_cols, 1))) "
error is " NameError: name 'img_rows' is not defined "
please tell me how to correct it .as soon possible
@ The AI University
Looks like you are not defining the variable img_rows prior to the line of code mentioned in the error
Your videos are superb I have one doubt sir how to alert the person who is not wearing the mask in the public areas using live cameras and captured images
Which s/w nd h/w will be used in this..plz reply..
Hlo Sir I m getting this error while model.predict
Input0 of layer sequential_3 is incompatible with the layer
Hlo Sir
how to do the Graphviz step
its showing an error
or is it compulsary to save that graph..?
Which algorithm is used in this system?
Hi sir
SIR THERE IS ISSUE IN MODEL.FIT
CAN YOU GUIDE PLEASE
Recommend me best resource for beginners either ur's or some one else
Here is the step by step approach you could take. You can follow these playlists in the order given to learn ML from scratch: Let me know if you need other help.
1. Data Science BootCamp - ruclips.net/p/PLlH6o4fAIji7ZWLeh4V7dIXWgCA9RmlOl
2. Deep Learning Neural Network - ruclips.net/p/PLlH6o4fAIji4BT8YYpqUWCo203nRxIiDR
3. Build Industry Specific Projects - ruclips.net/p/PLlH6o4fAIji5JmlmEs-MYe1tYBwuwW5ah
4. Deploy ML Model in Production - ruclips.net/p/PLlH6o4fAIji6FEsjFeo7gRgiwhPUkJ4ap
@@TheAIUniversity thanks sir
from where i can get your code
My validation accuracy comes val_accuracy: 0.8571 how to improve it please suggest??
Sir I have 1000 images data set and then I created a validation set of 20% of the data,but the epochs is doing training of just 29 images
can you also make tutorial on project "Detect facial expression in real time and play youtube video" available
sir i couldnt find the codee plz give me link
where can i get model image
sir where can i find this dataset?
Okay Sir
Sir can you please share code?
I want to start ML from scratch how to start studying
Sir please share the code..
Sonalika, you can find the entire code by enrolling to the same course for free on www.theaiuniversity.com
@@TheAIUniversity tq sir
Sir can u send ur telegram grp link....
Here you go...
t.me/theaiuniversity
@@TheAIUniversity tq sir 🤗🤗🤗
can you give me your code
You can enroll for this course for Free here and get the code : theaiuniversity.com/courses/yolo-v4-object-detection-complete-tutorial/
@@TheAIUniversity not open
Can u plz help
may i have your mail id sir, i am getting some error ,will share it with you.