Leaf Tracking, Counting and Occlusion in Plants Using Artificial Neural Networks

Leaf Tracking, Counting and Occlusion in Plants Using Artificial Neural Networks

Data Science Conference via YouTube Direct link

Introduction

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1 of 29

Introduction

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Classroom Contents

Leaf Tracking, Counting and Occlusion in Plants Using Artificial Neural Networks

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  1. 1 Introduction
  2. 2 Welcome
  3. 3 Data set
  4. 4 Data link
  5. 5 What is ANN
  6. 6 Getting data
  7. 7 Link for data
  8. 8 Uploading data
  9. 9 Connecting to Google Drive
  10. 10 Parameters
  11. 11 Input Shape
  12. 12 Data Representation
  13. 13 Tensors
  14. 14 tensorflow decorator
  15. 15 image parts
  16. 16 image paths
  17. 17 convert
  18. 18 data augmentation
  19. 19 uniform distribution
  20. 20 rotation
  21. 21 mirroring
  22. 22 ocean filter
  23. 23 image count
  24. 24 training validation testing
  25. 25 training validation ratio
  26. 26 tensor slices
  27. 27 data sets
  28. 28 image conversion
  29. 29 convolution operation

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