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Computer Vision-Open Cv Beginner To Advanced - jajihic225 - 21-09-2024
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Computer Vision-Open Cv: Beginner To Advanced
Published 9/2024
MP4 | Video: h264, 1920x1080 | Audio: AAC, 44.1 KHz
Language: English | Size: 519.14 MB | Duration: 1h 41m
Hands-On OpenCV Beginner to Advanced Level
What you'll learn[/center]
OpenCV Basics: How to install OpenCV, set up a Python environment, and perform fundamental image operations, including reading, writing, resizing, and rotating
Image Manipulation: Techniques for drawing shapes, adding text, and applying transformations to modify and enhance images.
Real-Time Face Detection: Building a live face detection system using Haar cascades and integrating it with webcam feeds to identify faces in real-time.
Facial Emotion Recognition using OpenCV with Python
More.
Requirements
Basic Python Knowledge
Computer and Internet Access
Software Installation
Webcam
Enthusiasm to Learn
Description
What You Will Learn:Beginner Level: Image ManipulationBasic Operations: Dive into fundamental image manipulation techniques using OpenCV. Learn how to draw shapes, add text, and apply various transformations to images. These foundational skills are essential for anyone starting in computer vision.Practical Skills: Through hands-on projects, you'll gain experience modifying and enhancing images, which will prepare you for more advanced topics in image processing.Intermediate Level: Real-Time Face DetectionFace Detection Techniques: Learn to implement real-time face detection using Haar cascades. This project will guide you through detecting faces in images and video feeds, a crucial aspect of many real-world applications.Webcam Integration: Discover how to process webcam feeds to recognize faces in real-time. This skill is useful for creating interactive applications and surveillance systems, making your projects more dynamic and engaging.Advanced Level: Face Emotion DetectionEmotion Detection Techniques: Explore advanced techniques for detecting emotions from facial expressions. Learn how to use pre-trained models to recognize various emotions like happiness, sadness, anger, and more.Practical Applications: Apply emotion detection to real-time video feeds to analyze and interpret emotional states, enhancing interactive and responsive systems.By progressing through these levels, you will build a comprehensive understanding of computer vision with OpenCV, starting from basic image manipulations and moving to advanced applications in face detection and emotion recognition. This course is perfect for learners who wish to start from the basics and advance their skills in computer vision.
Overview
Section 1: Introduction to OpenCV
Lecture 1 Overview of OpenCV
Lecture 2 Installing VS Code
Lecture 3 Setting Up Development Environment
Lecture 4 Basic Image Operations with OpenCV
Section 2: Project 1: Basic Image Manipulation-Beginner Level
Lecture 5 Drawing Shapes
Lecture 6 Adding Text
Lecture 7 Applying Transformations and Advanced Image Enhancements
Section 3: Project 2: Real-Time Face Detection-Intermediate Level
Lecture 8 Real-Time Face Detection
Section 4: Face Recognition using FER - Advanced Level
Lecture 9 Project 4: Hand Gesture Recognition
Section 5: Thank You
Lecture 10 THANK YOU!
Python beginners looking to learn computer vision.,Anyone interested in practical, hands-on projects.,Tech enthusiasts wanting to explore OpenCV.,Students and professionals seeking to enhance their skills in image processing and AI.
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