The Computer Vision Workshop

封面

版权信息

Preface

1. Basics of Image Processing

Introduction

NumPy Arrays

Pixels in Images

Introduction to OpenCV

Summary

2. Common Operations When Working with Images

Introduction

Geometric Transformations

Image Arithmetic

Binary Images

Summary

3. Working with Histograms

Introduction

Introduction to Matplotlib

Histograms with OpenCV

Summary

4. Working with contours

Introduction

Contours – Basic Detection and Plotting

Hierarchy

Contour Matching

Summary

5. Face Processing in Image and Video

Introduction

Introduction to Haar Cascades

GrabCut Technique

Summary

6. Object Tracking

Introduction

Summary

7. Object Detection and Face Recognition

Introduction

Face Recognition

Object Detection

Summary

8. OpenVINO with OpenCV

Introduction

Exploring the OpenVINO Toolkit

Model Conversion Using Model Optimizer

Summary

Appendix

1. Basics of Image Processing

2. Common Operations When Working with Images

3. Working with Histograms

4. Working with contours

5. Face Processing in Image and Video

6. Object Tracking

7. Object Detection and Face Recognition