Head Gesture Recognition With Real Time Computer Vision

Head Gesture Recognition With Real Time Computer Vision - Printable Version

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Head Gesture Recognition With Real Time Computer Vision - AD-TEAM - 01-29-2025

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Head Gesture Recognition With Real Time Computer Vision
Published 1/2025
MP4 | Video: h264, 1920x1080 | Audio: AAC, 44.1 KHz
Language: English | Size: 1.47 GB | Duration: 3h 33m

Talking with your Computer by your Head Movements in Python with Image Processing

[b]What you'll learn[/b]

Learn Image processing with python and openCV

Detect and visualize facial landmarks

Real-time face detection

Track facial landmarks with Python

Face tracking with confidence levels

[b]Requirements[/b]

You can learn Python, Image processing and deep learning and everything you need to know.

No programming experience needed.

[b]Description[/b]

Imagine talking to your computer just by moving your head! Cool, right? In this course, we'll show you how to do just that.We'll kick off with some basics of face mesh detection. Don't worry, it's simpler than it sounds! You'll learn how to set up a real-time video processing system and detect all those important points on a face - like the eyes, nose, and mouth.Unlock the power of real-time head movement detection and transform how you interact with technology. In this course, "Speak with Head Movements: Python and Image Processing," you'll learn how to create interactive applications that respond to your head gestures.Starting with the basics of face mesh detection, you'll gain hands-on experience in setting up and configuring a real-time video processing system. We will guide you through detecting and visualizing facial landmarks, and demonstrate how to interpret head movements to enable interactive speaking and control mechanisms.You will learn to implement a robust real-time face detection system using Python, and understand how to effectively use image processing techniques to track and interpret head movements. Through detailed tutorials and practical examples, you'll master the skills needed to create applications that recognize and respond to your head gestures, allowing for a unique and interactive way to communicate with computers.This course is perfect for developers, hobbyists, and anyone interested in exploring innovative ways to use image processing and computer vision. Whether you want to create accessibility tools, interactive games, or hands-free control systems, this course provides the foundation to get started.By the end of the course, you'll be equipped with the skills to develop your head movement-based communication systems. You'll be able to make technology more accessible, interactive, and fun, paving the way for new applications and user experiences.What you'll learn:Real-time face detection using PythonDetect and visualize facial landmarksSetup and use face mesh detectionImplement real-time video processingTrack and interpret head movementsBuild interactive speaking systems with head gesturesDevelop innovative applications using head movement detectionJoin us in this exciting journey and start speaking with your head movements today! Through this course, you'll gain the skills to make your interactions with technology more intuitive and dynamic.

Overview

Section 1: Image processing for begineers

Lecture 1 Introduction to Image Processing

Lecture 2 Read, Display, Draw and Save Images

Lecture 3 Copy and Paste, color manipulation and etc

Section 2: Advanced Image processing

Lecture 4 Logical Operations on Images

Lecture 5 Thresholding

Lecture 6 Morphological Operation

Lecture 7 Edge Detection

Lecture 8 Corner Detection

Lecture 9 Template matching

Lecture 10 Histogram

Section 3: Controlling Devices with EYE ( Detect and Interpret Head Movements )

Lecture 11 Controlling Devices with EYE ( Detect and Interpret Head Movements )

Lecture 12 Detecting Head Position and Orientation

Lecture 13 Enhancing the System and Final Adjustments

Beginners,Students,Professionals

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