Description
Face Recognition Attendance System Web App Deployment in AWS course. This course is designed to teach how to build a complete attendance system using facial recognition technology. You will learn the fundamentals of facial recognition, image processing, and machine learning algorithms that enable the creation of an accurate and reliable attendance system. During the course, you will use the Python programming language and various libraries such as OpenCV, Numpy, Pandas, InsightFace, Redis will create a comprehensive attendance system. You will start by learning the basics of face recognition, feature extraction, and face recognition algorithms. Then, you will integrate these algorithms with the attendance system that you will build from scratch. At the end of the course, you will have a complete attendance system that can recognize people and determine their attendance based on their facial features. This course is suitable for beginners of programming and machine learning, and does not require any prior knowledge in the field of facial recognition. The topics presented in this course are:
- Introduction to Facial and Presence Recognition Systems
- Basic Image Processing Techniques
- Feature extraction and dimensionality reduction
- Face detection and recognition algorithms
- Machine Learning for Facial Recognition
- Building Attendance System with Facial Recognition
- Redis with Python
- Integrate Redis and face recognition system.
- REGISTRATION FORM(ADD NEW COMMENTS)
- Streamlit for web apps
- Real-time forecast app
At the end of this course, you will have a strong understanding of how to build a complete attendance system using facial recognition technology. You will also have the skills to apply this knowledge to other computer vision applications.
What you will learn in the Deploy Face Recognition Attendance System Web App in AWS course
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Live attendance system in real time
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Identify and recognize person’s name and role by facial recognition
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3. Develop Streamlit Web Application
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Integration of facial recognition model with Redis database
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Learn about Redis with Python
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Program-1: Real Time Live Attendance System
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Programme-2: Registration Form for New Teachers and Students
This course is suitable for those who
- Anyone who likes to develop attendance system based on facial recognition.
Course Details
- Publisher: Udemy
- Lecturer: g sudheer
- Training level: Beginner to advanced
- Training duration: 9 hours and 30 minutes
- Number of courses: 95
Face Recognition Attendance System Web App Deployment Headlines in AWS Course on 12/2023
Course Prerequisites
- At least for beginners in Python
- Get started on at least the Pandas, Numpy and OpenCV libraries
Course Images
Sample video of the course
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4.3 GB