Udemy
  •  
  •  
  •  
  •  
  •  
  •  
  •  
  •  
  •  
  •  
  •  
  •  
  •  
Development
Web Development Data Science Mobile Development Programming Languages Game Development Database Design & Development Software Testing Software Engineering Software Development Tools No-Code Development
Business
Entrepreneurship Communication Management Sales Business Strategy Operations Project Management Business Law Business Analytics & Intelligence Human Resources Industry E-Commerce Media Real Estate Other Business
Finance & Accounting
Accounting & Bookkeeping Compliance Cryptocurrency & Blockchain Economics Finance Finance Cert & Exam Prep Financial Modeling & Analysis Investing & Trading Money Management Tools Taxes Other Finance & Accounting
IT & Software
IT Certifications Network & Security Hardware Operating Systems & Servers Other IT & Software
Office Productivity
Microsoft Apple Google SAP Oracle Other Office Productivity
Personal Development
Personal Transformation Personal Productivity Leadership Career Development Parenting & Relationships Happiness Esoteric Practices Religion & Spirituality Personal Brand Building Creativity Influence Self Esteem & Confidence Stress Management Memory & Study Skills Motivation Other Personal Development
Design
Web Design Graphic Design & Illustration Design Tools User Experience Design Game Design 3D & Animation Fashion Design Architectural Design Interior Design Other Design
Marketing
Digital Marketing Search Engine Optimization Social Media Marketing Branding Marketing Fundamentals Marketing Analytics & Automation Public Relations Paid Advertising Video & Mobile Marketing Content Marketing Growth Hacking Affiliate Marketing Product Marketing Other Marketing
Lifestyle
Arts & Crafts Beauty & Makeup Esoteric Practices Food & Beverage Gaming Home Improvement & Gardening Pet Care & Training Travel Other Lifestyle
Photography & Video
Digital Photography Photography Portrait Photography Photography Tools Commercial Photography Video Design Other Photography & Video
Health & Fitness
Fitness General Health Sports Nutrition & Diet Yoga Mental Health Martial Arts & Self Defense Safety & First Aid Dance Meditation Other Health & Fitness
Music
Instruments Music Production Music Fundamentals Vocal Music Techniques Music Software Other Music
Teaching & Academics
Engineering Humanities Math Science Online Education Social Science Language Learning Teacher Training Test Prep Other Teaching & Academics
Web Development JavaScript React Angular CSS Node.Js Typescript HTML5 PHP
AWS Certification Microsoft Certification AWS Certified Solutions Architect - Associate AWS Certified Cloud Practitioner CompTIA A+ Amazon AWS Cisco CCNA CompTIA Security+ Microsoft AZ-900
Microsoft Power BI SQL Tableau Data Modeling Business Analysis Data Analysis Data Warehouse Business Intelligence Blockchain
Unity Unreal Engine Game Development Fundamentals C# 3D Game Development C++ Unreal Engine Blueprints 2D Game Development Mobile Game Development
Google Flutter iOS Development Android Development Swift React Native Dart (programming language) Kotlin SwiftUI Mobile App Development
Graphic Design Photoshop Adobe Illustrator Drawing Canva Digital Painting InDesign Design Theory Procreate Digital Illustration App
Life Coach Training Neuro-Linguistic Programming Personal Development Personal Transformation Life Purpose Mindfulness Sound Therapy Emotional Intelligence Coaching
Business Fundamentals Entrepreneurship Fundamentals Freelancing Business Strategy Online Business Startup Business Plan Blogging Amazon Kindle Direct Publishing (KDP)
Digital Marketing Social Media Marketing Marketing Strategy Internet Marketing Copywriting Google Analytics Email Marketing Startup Advertising Strategy

DevelopmentData ScienceDeep Learning

Data Science:Hands-on Covid19 Face Mask Detection-CNN&OpenCV

A Practical Hands-on Data Science Guided Project on Covid-19 Face Mask Detection using Deep Learning & OpenCV
Rating: 4.6 out of 54.6 (231 ratings)
10,691 students
Created by School of Disruptive Innovation
Last updated 11/2020
English
English [Auto]

What you'll learn

  • Get Hands-On Practice to classify whether a person is wearing a Face Mask or not using Deep Learning & OpenCV
  • Make Predictive Analysis on the static images as well as in the videos to detect face masks
  • Learn to Build and Train Convolutional Neural Network Model
  • Learn to Test CNN models and analyze their performances

Requirements

  • Basics knowledge of Python, OpenCV and Neural Networks is recommended

Description

Would you like to learn how to detect if someone is wearing a Face Mask or not using Artificial Intelligence that can be deployed in bus stations, airports, or other public places?


Would you like to build a Convolutional Neural Network model using Deep learning to detect Covid-19 Face Mask?


If the answer to any of the above questions is "YES", then this course is for you.


Enroll Now in this course and learn how to detect Face Mask on the static images as well as in the video streams using Tensorflow and OpenCV.


As we know, COVID-19 has affected the whole world very badly. It has a huge impact on our everyday life, and this crisis is increasing day by day. In the near future, it seems difficult to eradicate this virus completely.

To counter this virus, Face Masks have become an integral part of our lives. These Masks are capable of stopping the spread of this deadly virus, which will help to control the spread. As we have started moving forward in this ‘new normal’ world, the necessity of the face mask has increased. So here, we are going to build a model that will be able to classify whether the person is wearing a mask or not. This model can be used in crowded areas like Malls, Bus stands, and other public places.


This is a hands-on Data Science guided project on Covid-19 Face Mask Detection using Deep Learning and Computer Vision concepts. We will build a Convolutional Neural Network classifier to classify people based on whether they are wearing masks or not and we will make use of OpenCV to detect human faces on the video streams. No unnecessary lectures. As our students like to say :

"Short, sweet, to the point course"


The same techniques can be used in :


Skin cancer detection

Normal pneumonia detection

Brain defect analysis

Retinal Image Analysis


Enroll now and You will receive a CERTIFICATE OF COMPLETION and we encourage you to add this project to your resume. At a time when the entire world is troubled by Coronavirus, this project can catapult your career to another level.


So bring your laptop and start building, training and testing the Data Science Covid 19 Convolutional Neural Network model right now.



You will learn:


  • How to detect Face masks on the static images as well as in the video streams.

  • Classify people who are wearing masks or not using deep learning

  • Learn to Build and train a Convolutional neural network

  • Make a prediction on new data using the trained CNN Model



We will be completing the following tasks:



  • Task 1: Getting Introduced to Google Colab Environment & importing necessary libraries


  • Task 2: Downloading the dataset directly from the Kagge to the Colab environment.


  • Task :3 Data visualization (Image Visualization)


  • Task 4: Data augmentation & Normalization


  • Task 5: Building Convolutional neural network model


  • Task 6: Compiling & Training CNN Model


  • Task 7: Performance evaluation & Testing the model & saving the model for future use


  • Task 8: Make use of the trained model to detect face masks on the static image uploaded from the local system


  • Task 9: Make use of the trained model to detect face masks on the video streams


So, grab a coffee, turn on your laptop, click on the ENROLL NOW button, and start learning right now.

Who this course is for:

  • Anyone interested in Deep Learning
  • Someone who wants to learn to build Convolutional Neural Network for Image Classification
  • Someone who wants to use AI to detect face masks on the images as well as in the video streams
  • Anyone who wants to learn to Build, Train & Test Convolutional Neural Network Models

Instructor

School of Disruptive Innovation
Creative Learning Solutions for the Digital Age
School of Disruptive Innovation
  • 4.1 Instructor Rating
  • 1,028 Reviews
  • 41,528 Students
  • 14 Courses

Welcome to the School of the Disruptive Innovation. We are here to teach you what they don't teach you in school. We are unconventional in our ways but we promise and we over-deliver.

We have a community of over 40,000+ students and 60,000+ enrollments across 166 countries. We offer courses on Data Science (Classical machine Learning, Deep learning, BigData, Data Visualization & Analysis), Android Development, Web Development, and Graphics Design.

Every course is created and delivered by professionals in the field such as Technology related courses by software engineers and business related courses are created by business experts.


Top companies choose Udemy Business to build in-demand career skills.
NasdaqVolkswagenBoxNetAppEventbrite
  • Udemy Business
  • Teach on Udemy
  • Get the app
  • About us
  • Contact us
  • Careers
  • Blog
  • Help and Support
  • Affiliate
  • Investors
  • Terms
  • Privacy policy
  • Sitemap
  • Accessibility statement
Udemy
© 2022 Udemy, Inc.