AI for Everyone LESSON 15: HOMEWORK SOLUTION EDITION Face Detection using OpenCV

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• ✓1Python Tutorial 1: Introduction to Python for Absolute Beginners
• ✓2Python Tutorial 2: Understanding and Using Python Lists and Arrays
• ✓3Python Tutorial 3: Getting User Input from Keyboard
• ✓4Python Tutorial 4: Homework Solution for Lesson 3
• ✓5Python Tutorial 5: How to Install Visual Studio Code
• ✓6Python Tutorial 6: How to Use If Statements and Conditionals in Python
• ✓7Python Tutorial 7: Understanding Compound Conditionals in Python
• ✓8Python Tutorial 8: Homework Solutions for Compound Conditionals in Python
• ✓9Python Tutorial 9: Understanding For Loops in Python
• ✓10Python Tutorial 10: Homework Solution for Averaging Numbers
• ✓11Python Tutorial 11: Finding Maximum and Minimum Numbers in a List in Python
• ✓12Python Tutorial 12: Simple Python Sorting Program
• ✓13Python Tutorial 13: Understanding Python While Loops
• ✓14Python Tutorial 14: Saving and Reading Data Files With Pickle
• ✓15Python Tutorial 15: Solution to Python Pickle Homework Example Problems
• ✓16Python Tutorial 16: Understanding Python Functions
• ✓17Python Tutorial 17: Python Functions Examples and Solutions
• ✓18Python Tutorial 18: Understanding Python Methods and Classes
• ✓19Python Tutorial 19: Python Classes and Methods Homework Examples
• ✓20Python Tutorial 20: Understanding Python Threads and Threading
• ✓21Python 3D Graphics Tutorial 1: Installation and Demonstration of Vpython
• ✓22Python 3D Graphics Tutorial 2: Animating 3D Objects in Vpython
• ✓23Python 3D Graphics Tutorial 3: Designing 3D Models with Parameters
• ✓24Python 3D Graphics Tutorial 4: Understanding 3D Graphic Parameters
• ✓25Python 3D Graphics Tutorial 5: Bouncing Ball Simulation in Visual Python
• ✓26Python 3D Graphics Tutorial 6: Animating 3D Objects by Changing Dimensions in Visual Python
• ✓27Python 3D Graphics Tutorial 7: Vpython Model of a Thermometer
• ✓28AI For Everyone LESSON 1: Introduction to Artificial Intelligence for Absolute Beginners
• ✓29AI for Everyone LESSON 2: Running Two Different Versions of Python on the Same Computer
• ✓30AI for Everyone LESSON 3: Understanding and Using Python Virtual Environments
• ✓31AI for Everyone LESSON 4: Installing and Configuring Visual Studio Code on Windows 10
• ✓32AI for Everyone LESSON 4 SUPPLEMENTAL: Visual Studio Code Not Finding Python or Virtual Environments
• ✓33AI for Everyone LESSON 5: Installing OpenCV in Windows and Launching WEBCAM
• ✓34AI for Everyone LESSON 5 HOMEWORK SOLUTION: Displaying Multiple OpenCV Video Windows
• ✓35AI for Everyone LESSON 6: Faster Launch of WEBcam and Smoother Video in OpenCV on Windows
• ✓36Managing Multiple Windows Size and Position in OpenCV
• ✓37AI for Everyone LESSON 7: Understanding Pictures and Images as Data Arrays
• ✓38AI for Everyone LESSON 7: HOMEWORK SOLUTION, Creating Checkerboard Pattern in OPENCV
• ✓39AI for Everyone LESSON 8: Putting Text, Rectangles and Circles on Images in OpenCV
• ✓40AI for Everyone LESSON 8: HOMEWORK SOLUTION Calculating Frames Per Second (FPS) in OpenCV
• ✓41Python 3D Graphics Tutorial 8: NonBlocking Dual Animations in Vpython
• ✓42Python 3D Graphics Tutorial 9: Mixing Colors in Vpython
• ✓43AI for Everyone LESSON 9: Understanding Region of Interest (ROI) in OpenCV
• ✓44AI for Everyone LESSON 9: HOMEWORK SOLUTION Understanding ROI in OpenCV
• ✓45Python 3D Graphics Tutorial 10: Program for Orb With Continuously Varying Color Rainbow
• ✓46AI for Everyone LESSON 10: Processing Mouse Clicks and Events in OpenCV
• ✓47AI for Everyone LESSON 10: HOMEWORK SOLUTION Create a Region of Interest with the Mouse
• ✓48AI for Everyone LESSON 11: Creating and Using Trackbars in OpenCV
• ✓49AI for Everyone LESSON 11: HOMEWORK SOLUTION Creating and Using Trackbars in OpenCV
• ✓50AI for Everyone LESSON 12: Understanding the HSV Color Space
• ✓51AI for Everyone LESSON 12: HOMEWORK SOLUTION Understanding the HSV Color Space
• ✓52Python 3D Graphics Tutorial 11: Improved Color Orb With Constant Brightness
• ✓53AI for Everyone LESSON 13: Tracking an Object Based on Color in OpenCV
• ✓54AI for Everyone LESSON 13: HOMEWORK SOLUTION Tracking an Object Based on Color in OpenCV
• ✓55AI for Everyone LESSON 14: Understanding Contours in OpenCV
• ✓56AI for Everyone LESSON 14: HOMEWORK SOLUTION Understanding Contours in OpenCV
• ✓57Python 3D Graphics Tutorial 12: Understanding Orientation and Axis Parameters
• ✓58Python 3D Graphics Tutorial 13: Understanding Orientation in Three Dimensional Parameter Space
• ✓59AI for Everyone LESSON 15: Face Detection using OpenCV
• ✓60AI for Everyone LESSON 15: HOMEWORK SOLUTION EDITION Face Detection using OpenCV
• ✓61Python 3D Graphics Tutorial 14: Three Dimensional Clock Face Model in Vpython
• ✓62AI for Everyone LESSON 16: Face Recognition with OpenCV
• ✓63Python 3D Graphics Tutorial 15: Three Dimensional Clock Animation
• ✓64AI for Everyone LESSON 16: HOMEWORK SOLUTION Face Recognition with OpenCV
• ✓65AI for Everyone LESSON 17: Walk Through Your File System with os.walk
• ✓66Python 3D Graphics LESSON 16: Modeling a 3D Analog Clock in Vpython
• ✓67AI for Everyone LESSON 17: HOMEWORK SOLUTION Automatically Train Your Face Recognition Model
• ✓68AI for Everyone LESSON 18: Mediapipe for Hand Detection and Pose Estimation
• ✓69AI for Everyone HOMEWORK SOLUTION 18: Parsing Mediapipe Landmark Data
• ✓70Python 3D Graphics Tutorial 17: Creating Accurate 3D Clock in Vpython
• ✓71AI for Everyone LESSON 19: Create Python Games in OpenCV Using Mediapipe
• ✓72Python 3D Graphics Tutorial 18: 3D Clock Animation with Proper Hand Motion
• ✓73AI for Everyone LESSON 19 HOMEWORK SOLUTION: Gesture Based Pong Arcade Game
• ✓74AI for Everyone LESSON 20: Determine Right and Left Hands in Mediapipe
• ✓75AI for Everyone LESSON 20 HOMEWORK SOLUTION: Gesture Based Classic Pong Arcade Game with Mediapipe
• ✓76Python 3D Graphics Tutorial 19: Adding Text to Your Visual Python Models
• ✓77AI for Everyone LESSON 21: Real Time Pose Estimation with Mediapipe and Python
• ✓78AI for Everyone LESSON 21 HOMEWORK SOLUTION: Parsing Pose and Hand Landmark Data in Mediapipe
• ✓79Python 3D Graphics Tutorial 20: Annotating Analog Clock with Numeric Values
• ✓80Python 3D Graphics Tutorial 21: Understanding and Using Widgets in Vpython
• ✓81AI for Everyone LESSON 22: Super Fast Face Detection Using Mediapipe
• ✓82AI for Everyone LESSON 22 HOMEWORK SOLUTION: parsing Mediapipe Pose, Face and Hand Landmarks
• ✓83AI for Everyone LESSON 23 : Parsing Mediapipe Pose, Face Mesh and Hand Landmarks
• ✓84AI for Everyone LESSON 23 SOLUTION: Parsing Mediapipe Pose, Face Mesh and Hand Landmarks
• ✓85Using an Arduino with Python LESSON 1: Introduction, Prerequisites and Class Gear
• ✓86Using an Arduino with Python LESSON 2: Installing and Configuring Python and Visual Studio
• ✓87Using an Arduino with Python LESSON 3: Passing Data From Arduino to Python
• ✓88Using an Arduino with Python LESSON 4: Visual Display of Measured Voltage in Visual Python
• ✓89Using an Arduino with Python LESSON 5: Analog Voltage Meter in vPython
• ✓90Using an Arduino with Python LESSON 6: Modeling a Volt Meter in vPython
• ✓91AI for Everyone LESSON 24: Introduction to Using MediaPipe for Gesture Detection and Recognition
• ✓92AI for Everyone LESSON 25: First Attempt at Using MediaPipe for Gesture Detection
• ✓93AI for Everyone LESSON 26: Accurate Gesture Recognition using Python and MediaPipe
• ✓94AI for Everyone LESSON 27: Improved Gesture Recognition in Python and MediaPipe
• ✓95Using an Arduino with Python LESSON 7: Measuring Temperature and Humidity With the DHT11
• ✓96Using an Arduino with Python LESSON 8: Live Thermometer 3D Visual Using DHT11
• ✓97Using an Arduino with Python LESSON 9: Temperature and Humidity Visual Using DHT11
• ✓98AI for Everyone LESSON 28: Storing and Loading Gesture Training Data in Mediapipe
• ✓99AI for Everyone LESSON 29: Control of Real World Objects with Gesture Recognition in Mediapipe
• ✓100AI for Everyone LESSON 30: Concluding Thoughts on AI Class
• ✓101Using an Arduino with Python LESSON 10: Passing Data from Python to Arduino
• ✓102Using an Arduino with Python LESSON 11: Controlling an LED from Python
• ✓103Using an Arduino with Python LESSON 12: Paramaterized Model Design for 3D Graphics
• ✓104Using an Arduino with Python LESSON 13: Understanding Parametric Design
• ✓105Using an Arduino with Python LESSON 14: Model a Moving Marble in a Room Using Parameters
• ✓106Using an Arduino with Python LESSON 15: Model of Bouncing Marble in 3D Room
• ✓107Using an Arduino with Python LESSON 16: Connecting and Using a Joystick with Arduino
• ✓108Using an Arduino with Python LESSON 17: Controlling Paddle Position with a JoyStick
• ✓109Using an Arduino with Python LESSON 18: 3D Pong Game With Arduino and vPython
• ✓110Using Arduino with Python LESSON 19: Understanding and Creating a Simple Client Server Configuration

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