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