第 93 节，共 110 节
AI for Everyone LESSON 26: Accurate Gesture Recognition using Python and MediaPipe
课时110 节课
- 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