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Description of  Computer Vision Bootcamp Build Face Recognition With Opencv

Published 3/2024 MP4 | Video: h264, 1920x1080 | Audio: AAC, 44.1 KHz Language: English | Size: 1.67 GB | Duration: 3h 9m Learn how to build facial recognition, emotion detection, age detection, and eye tracking system using OpenCV & Keras What you'll learn Learn how to build facial recognition system using OpenCV Learn how to build emotion detection system using OpenCV Learn how to build age detection system using OpenCV Learn how to build eye tracking system using OpenCV Learn how to create access management and identity verification system Learn how to create training data for facial recognition system Learn how to create function to load images from training data folder Learn how to activate camera using OpenCV Learn how to train emotion detection model using Keras Learn how facial recognition systems work. This section will cover data collection, data preprocessing, model training, scanning face, and feature extraction Learn the basics fundamentals of facial recognition technology, such as getting to know its use cases, technologies used, and limitations Learn how to draw rectangle around face Requirements No previous experience in computer vision is required Basic knowledge in Python Description Overview Section 1: Introduction to the Course Lecture 1 Introduction Lecture 2 Table of Contents Lecture 3 Whom This Course is Intended for? Section 2: Tools, IDE, and Datasets Lecture 4 Tools, IDE, and Datasets Section 3: Introduction to Facial Recognition Technology Lecture 5 Introduction to Facial Recognition Technology Section 4: How Facial Recognition System Works? Lecture 6 How Facial Recognition System Works? Section 5: Installing OpenCV & Numpy Lecture 7 Installing OpenCV & Numpy Section 6: Activating Camera Using OpenCV Lecture 8 Activating Camera Using OpenCV Section 7: Preparing Training Data for Facial Recognition Model Lecture 9 Preparing Training Data for Facial Recognition Model Section 8: Building Facial Recognition System with OpenCV Lecture 10 Creating Function to Load Images From Training Data Folder Lecture 11 Creating Access Management & Identity Verification System Lecture 12 Drawing Rectangles Around Face Section 9: Testing Facial Recognition System Lecture 13 Testing Facial Recognition System Section 10: Building Emotion Detection System with OpenCV Lecture 15 Training Emotion Detection Model with Keras Lecture 16 Building Emotion Detection System with OpenCV Section 11: Testing Emotion Detection System Lecture 17 Testing Emotion Detection System Section 12: Building Age Detection System with OpenCV Lecture 18 Building Age Detection System with OpenCV Section 13: Testing Age Detection System Lecture 19 Testing Age Detection System Section 14: Building Eye Tracking System with OpenCV Lecture 20 Building Eye Tracking System with OpenCV Section 15: Testing Eye Tracking System Lecture 21 Testing Eye Tracking System Section 16: Conclusion & Summary Lecture 22 Conclusion & Summary