Introduction to the Text Recognizer Project - Full Stack Deep Learning - March 2019

Introduction to the Text Recognizer Project - Full Stack Deep Learning - March 2019

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Jupiter Notebook

24 of 35

24 of 35

Jupiter Notebook

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Classroom Contents

Introduction to the Text Recognizer Project - Full Stack Deep Learning - March 2019

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  1. 1 Introduction
  2. 2 Project Overview
  3. 3 Labs Outline
  4. 4 Github
  5. 5 Setup instructions
  6. 6 API folder
  7. 7 Serverless file
  8. 8 Data folder
  9. 9 Evaluation folder
  10. 10 ipython notebooks folder
  11. 11 Predictor files
  12. 12 Data sets
  13. 13 Models
  14. 14 Weights
  15. 15 Training Code
  16. 16 Setup
  17. 17 Deployment
  18. 18 Workflow
  19. 19 Structure
  20. 20 Lab 2 Setup
  21. 21 Weights Biases
  22. 22 Lab Structure
  23. 23 Jupiter Lab
  24. 24 Jupiter Notebook
  25. 25 MiniNIST
  26. 26 EMS Data Set
  27. 27 Load Data Set
  28. 28 Data Set Classes
  29. 29 Basic Network Code
  30. 30 Basic Model Code
  31. 31 Model Management
  32. 32 Character Model
  33. 33 Running Training
  34. 34 Running Tests
  35. 35 Model Architecture

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