Face Mask Recognition: Deep Learning based Desktop App
This course provides a unique opportunity for new learners to develop their own computer vision flask desktop application project using machine learning, Python, and deploy it in the cloud. Learners will be guided through the process of installing Python and the necessary libraries, as well as learning image processing techniques in OpenCV and the mathematical concepts behind the images. They will also learn how to extract features from images using deep neural networks, train different deep learning models like convolutional neural networks, and write code for performing predictions with the CNN model. Finally, learners will develop a desktop application and make predictions to live video streaming. With Face Mask Recognition: Deep Learning based Desktop App, learners can gain the skills to build their own computer vision project and deploy it in the cloud. ▼
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Course Feature
Cost:
Paid
Provider:
Udemy
Certificate:
Paid Certification
Language:
English
Start Date:
2022-06-08
Course Overview
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Updated in [July 27th, 2023]
This course offers new learners the chance to create their own computer vision flask desktop application project using machine learning, Python, and deploying it in the cloud. Learners will be guided through the process of installing Python and the necessary libraries, as well as learning image processing techniques in OpenCV and the mathematical concepts behind the images. They will also be taught how to extract features from images using deep neural networks, train different deep learning models such as convolutional neural networks, and write code for performing predictions with the CNN model. Finally, learners will develop a desktop application and make predictions to live video streaming.
Course Syllabus
Introduction
Setting Up Project
Data Preparation & Preprocessing
Face Recognition Model for Mask Identification with Deep Learning
Predictions with Face Recognition model for Face Mask
PyQt Basics
Desktop App with PyQt
BONUS
Course Provider
Provider Udemy's Stats at AZClass
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