Machine Learning Project on Machine Learning - Covid19 Mask Detector

Project on Machine Learning - Covid19 Mask Detector

Catalog: Machine Learning
Short name: Machine learning Covid19 - 2023
Course start date: 2024-07-02
Paystack

Description

The Covid19 Mask Detector project for this semester uses machine learning. This course's goals are to use Tensorflow for classification, OpenCV for face detection, and Streamlit to deploy apps.


On this project, you will use picture data, deep learning models to conduct face mask recognition, and deep learning model deployment.


The advanced level of this project's difficulty. You must be familiar with the fundamentals of machine learning, deep learning, image processing, and machine learning project flow in order to complete this course.


This course will be useful for data scientists who are interested in dealing with picture data, machine learning developers who want to practise Deep Learning, and data analysts who want to grasp the deployment element of Advanced Models.

Course Duration:- 2h 1m

Sections

General
0 activities

Introduction to Course
Getting System Ready
Read and Write Images
Resize and Crop
Working with Shapes
Working with Text
Pre-Requisite for Face Detection
Detect the Face
Introduction to Deep Learning with Tensorflow
Model Building
Training the Mask Detector
Saving the Best Model
Basic Front End Design of App
File Upload Interface for App
App Prep
App Build and Testing
AWS Deployment
AWS Deployment Continued
Course Certificate

Secure Video
17
File
1
Certificate
1
Cost: 5000

Tag

Course Duration:- 2h 1m