50% OFF: In-Depth AI & Machine Learning Course
Learn EDR Internals: Research & Development From The Masters
Overview
Syllabus
AI For Everyone LESSON 1: Introduction to Artificial Intelligence for Absolute Beginners
AI for Everyone LESSON 2: Running Two Different Versions of Python on the Same Computer
AI for Everyone LESSON 3: Understanding and Using Python Virtual Environments
AI for Everyone LESSON 4: Installing and Configuring Visual Studio Code on Windows 10
AI for Everyone LESSON 4 SUPPLEMENTAL: Visual Studio Code Not Finding Python or Virtual Environments
AI for Everyone LESSON 5: Installing OpenCV in Windows and Launching WEBCAM
AI for Everyone LESSON 5 HOMEWORK SOLUTION: Displaying Multiple OpenCV Video Windows
AI for Everyone LESSON 6: Faster Launch of WEBcam and Smoother Video in OpenCV on Windows
Managing Multiple Windows Size and Position in OpenCV
AI for Everyone LESSON 7: Understanding Pictures and Images as Data Arrays
AI for Everyone LESSON 7: HOMEWORK SOLUTION, Creating Checkerboard Pattern in OPENCV
AI for Everyone LESSON 8: Putting Text, Rectangles and Circles on Images in OpenCV
AI for Everyone LESSON 8: HOMEWORK SOLUTION Calculating Frames Per Second (FPS) in OpenCV
AI for Everyone LESSON 9: Understanding Region of Interest (ROI) in OpenCV
AI for Everyone LESSON 9: HOMEWORK SOLUTION Understanding ROI in OpenCV
AI for Everyone LESSON 10: Processing Mouse Clicks and Events in OpenCV
AI for Everyone LESSON 10: HOMEWORK SOLUTION Create a Region of Interest with the Mouse
AI for Everyone LESSON 11: Creating and Using Trackbars in OpenCV
AI for Everyone LESSON 11: HOMEWORK SOLUTION Creating and Using Trackbars in OpenCV
AI for Everyone LESSON 12: Understanding the HSV Color Space
AI for Everyone LESSON 12: HOMEWORK SOLUTION Understanding the HSV Color Space
AI for Everyone LESSON 13: Tracking an Object Based on Color in OpenCV
AI for Everyone LESSON 13: HOMEWORK SOLUTION Tracking an Object Based on Color in OpenCV
AI for Everyone LESSON 14: Understanding Contours in OpenCV
AI for Everyone LESSON 14: HOMEWORK SOLUTION Understanding Contours in OpenCV
AI for Everyone LESSON 15: Face Detection using OpenCV
AI for Everyone LESSON 15: HOMEWORK SOLUTION EDITION Face Detection using OpenCV
AI for Everyone LESSON 16: Face Recognition with OpenCV
AI for Everyone LESSON 16: HOMEWORK SOLUTION Face Recognition with OpenCV
AI for Everyone LESSON 17: Walk Through Your File System with os.walk
AI for Everyone LESSON 17: HOMEWORK SOLUTION Automatically Train Your Face Recognition Model
AI for Everyone LESSON 18: Mediapipe for Hand Detection and Pose Estimation
AI for Everyone HOMEWORK SOLUTION 18: Parsing Mediapipe Landmark Data
AI for Everyone LESSON 19: Create Python Games in OpenCV Using Mediapipe
AI for Everyone LESSON 19 HOMEWORK SOLUTION: Gesture Based Pong Arcade Game
AI for Everyone LESSON 20: Determine Right and Left Hands in Mediapipe
AI for Everyone LESSON 20 HOMEWORK SOLUTION: Gesture Based Classic Pong Arcade Game with Mediapipe
AI for Everyone LESSON 21: Real Time Pose Estimation with Mediapipe and Python
AI for Everyone LESSON 21 HOMEWORK SOLUTION: Parsing Pose and Hand Landmark Data in Mediapipe
AI for Everyone LESSON 22: Super Fast Face Detection Using Mediapipe
AI for Everyone LESSON 22 HOMEWORK SOLUTION: parsing Mediapipe Pose, Face and Hand Landmarks
AI for Everyone LESSON 23 : Parsing Mediapipe Pose, Face Mesh and Hand Landmarks
AI for Everyone LESSON 23 SOLUTION: Parsing Mediapipe Pose, Face Mesh and Hand Landmarks
AI for Everyone LESSON 24: Introduction to Using MediaPipe for Gesture Detection and Recognition
AI for Everyone LESSON 25: First Attempt at Using MediaPipe for Gesture Detection
AI for Everyone LESSON 26: Accurate Gesture Recognition using Python and MediaPipe
AI for Everyone LESSON 27: Improved Gesture Recognition in Python and MediaPipe
AI for Everyone LESSON 28: Storing and Loading Gesture Training Data in Mediapipe
AI for Everyone LESSON 29: Control of Real World Objects with Gesture Recognition in Mediapipe
AI for Everyone LESSON 30: Concluding Thoughts on AI Class
Taught by
Paul McWhorter