AI for Everyone - First Attempt at Using MediaPipe for Gesture Detection

AI for Everyone - First Attempt at Using MediaPipe for Gesture Detection

Paul McWhorter via YouTube Direct link

Introduction

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1 of 50

Introduction

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Classroom Contents

AI for Everyone - First Attempt at Using MediaPipe for Gesture Detection

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  1. 1 Introduction
  2. 2 Basic Configuration
  3. 3 Distance Formula
  4. 4 Distance Matrix
  5. 5 Error Array
  6. 6 Too Much Data
  7. 7 Simplification
  8. 8 Smaller Dataset
  9. 9 Coffee Break
  10. 10 Visual Studio Code
  11. 11 New Python Program
  12. 12 Demonstration
  13. 13 Key Points
  14. 14 Key Landmarks
  15. 15 Code View
  16. 16 Import Numpy
  17. 17 Create Distance Matrix
  18. 18 Create Floats
  19. 19 Create Hand Data
  20. 20 Creating Distance Matrix
  21. 21 Step Through
  22. 22 Where to Start
  23. 23 Hand Data
  24. 24 Columns
  25. 25 Column in Range
  26. 26 Dist Matrix
  27. 27 Calculate Distance
  28. 28 Calculate Row Data
  29. 29 Square Column Data
  30. 30 Return Distance Matrix
  31. 31 Define Find Error
  32. 32 Define Unknown Matrix
  33. 33 Reset Error to 0
  34. 34 Reset Error to 0128
  35. 35 Reset Error to 0129
  36. 36 Reset Error to 0130
  37. 37 Juggler
  38. 38 Print
  39. 39 Training
  40. 40 Testing Distance Matrix
  41. 41 Unknown Gesture
  42. 42 Error
  43. 43 Put Text
  44. 44 Round Error
  45. 45 Blue
  46. 46 Weight
  47. 47 Fixing decimal round
  48. 48 Gesture Detection
  49. 49 Power to the People
  50. 50 Go forth and Prosper

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