Real Time Face Mask Detection

In this video, i will show you how to build a Face Mask Detector using Convolutional Neural Networks (CNN) Python, Keras, Tensorflow and
OpenCV. This system can be used in real-time applications which require face-mask detection for safety purposes due to the outbreak of
Covid-19. If anyone doesn't wear a mask this project can detect automatically. This project can be integrated with embedded systems for
application in airports, Bus stations, hypermarkets, Government offices, companies, schools, and public places for human safety.
We will also see how to apply this on a Live Video Camera. With further improvements, these types of models could be integrated with CCTV
cameras to detect and identify people without masks. After watching this you can make a smart door project, it will open the door only for those who wear the mask only.
The prevailing worldwide situation due to COVID-19 pandemic, these types of systems would be very supportive and indispensable need of the time
what is TensorFlow?
TensorFlow is a free and open-source software library for machine learning. It can be used across a range of tasks but has a particular focus on the training and inference of deep neural networks. Tensorflow is a symbolic math library based on dataflow and differentiable programming
what is Keras ?
Keras is an open-source software library that provides a Python interface for artificial neural networks. Keras acts as an interface for the TensorFlow library.
Up until version 2.3, Keras supported multiple backends, including TensorFlow, Microsoft Cognitive Toolkit, Theano, and PlaidML
what is deep learning?
Deep learning is part of a broader family of machine learning methods based on artificial neural networks with representation learning. Learning can be supervised,
semi-supervised or unsupervised.
what is a neural network ?
A neural network is a network or circuit of neurons, or in a modern sense, an artificial neural network, composed of artificial neurons or nodes. Thus a neural
the network is either a biological neural network, made up of biological neurons, or an artificial neural network, for solving artificial intelligence problems.

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