1. Course Introduction and Table of Contents FREE CHAPTER

• Course Introduction and Table of Contents

2. Introduction to OCR Concepts and Libraries

• Introduction to OCR Concepts and Libraries

3. Setting Up Environment - Anaconda

• Setting Up environment - Anaconda

4. Python Basics (Optional)

• Python Basics - Part 1 - Assignment
• Python Basics - Part 2 - Flow Control
• Python Basics - Part 3 - Data Structures
• Python Basics - Part 3 - Functions

5. Tesseract OCR Setup

• Tesseract OCR Setup - Part 1
• Tesseract OCR Setup - Part 2

6. OpenCV Setup

• OpenCV Setup

7. Tesseract Image OCR Implementation

• Tesseract Image OCR Implementation - Part 1
• Tesseract Image OCR Implementation - Part 2

8. Optional: cv2.imshow() Not Responding Issue Fix

• Optional: cv2.imshow() Not Responding Issue Fix

9. Introduction to CNN - Convolutional Neural Networks - Theory Session

• Introduction to CNN - Convolutional Neural Networks - Theory Session

10. Installing Additional Dependencies for CNN

• Installing Additional Dependencies for CNN

11. Introduction to VGGNet Architecture

• Introduction to VGGNet Architecture

12. Image Recognition Using Pre-Trained VGGNet16 Model

• Image Recognition Using Pre-Trained VGGNet16 Model - Part 1
• Image Recognition Using Pre-Trained VGGNet16 Model - Part 2

13. Image Recognition Using Pre-Trained VGGNet19 Model

• Image Recognition Using Pre-Trained VGGNet19 Model

14. Image Recognition Using Pre-Trained ResNet Model

• Image Recognition Using Pre-Trained ResNet Model

15. Image Recognition Using Pre-Trained Inception Model

• Image Recognition Using Pre-Trained Inception Model

16. Image Recognition Using Pre-Trained Xception Model

• Image Recognition Using Pre-Trained Xception Model

17. Introduction to MobileNet-SSD Pre-Trained Model

• Introduction to MobileNet-SSD Pre-trained Model

18. MobileNet-SSD Object Detection

• Mobilenet SSD Object Detection - Part 1
• Mobilenet SSD Object Detection - Part 2

19. Mobilenet SSD Real-Time Video

• Mobilenet SSD Real-Time Video

20. Mobilenet SSD Pre-Saved Video

• Mobilenet SSD Pre-Saved Video

21. Mask RCNN Pre-Trained Model Introduction

• MaskRCNN Pre-Trained Model Introduction

22. MaskRCNN Bounding Box Implementation

• MaskRCNN Bounding Box Implementation - Part 1
• MaskRCNN Bounding Box Implementation - Part 2

23. MaskRCNN Object Mask Implementation

• MaskRCNN Object Mask Implementation - Part 1
• MaskRCNN Object Mask Implementation - Part 2

24. MaskRCNN Real-Time Video

• MaskRCNN Real-Time Video - Part 1
• MaskRCNN Real-Time Video - Part 2

25. MaskRCNN Pre-saved Video

• MaskRCNN Pre-saved Video

26. YOLO Pre-Trained Model Introduction

• YOLO Pre-Trained Model Introduction

27. YOLO Implementation

• YOLO Implementation - Part 1
• YOLO Implementation - Part 2

28. YOLO Real-Time Video

• YOLO Real-Time Video

29. YOLO Pre-Saved Video

• YOLO Pre-Saved Video

30. Tiny YOLO Pre-Saved Video

• Tiny YOLO Pre-Saved Video

31. Tiny YOLO Real-Time Video

• Tiny YOLO Real-Time Video

32. YOLOv4 - Step 1 - Updating OpenCV Version

• YOLOv4 - Step 1 - Updating OpenCV Version

33. YOLOv4 - Step 2 - Object Recognition Implementation

• YOLOv4 - Step 2 - Object Recognition Implementation