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Qt 5 and OpenCV 4 Computer Vision Projects

You're reading from   Qt 5 and OpenCV 4 Computer Vision Projects Get up to speed with cross-platform computer vision app development by building seven practical projects

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Product type Paperback
Published in Jun 2019
Publisher Packt
ISBN-13 9781789532586
Length 348 pages
Edition 1st Edition
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Author (1):
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Zhuo Qingliang Zhuo Qingliang
Author Profile Icon Zhuo Qingliang
Zhuo Qingliang
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Table of Contents (11) Chapters Close

Preface 1. Building an Image Viewer FREE CHAPTER 2. Editing Images Like a Pro 3. Home Security Applications 4. Fun with Faces 5. Optical Character Recognition 6. Object Detection in Real Time 7. Real-Time Car Detection and Distance Measurement 8. Using OpenGL for the High-Speed Filtering of Images 9. Assessments 10. Other Books You May Enjoy

Car detection in real time

Before measuring the distance between objects, we must detect the objects of interest to find out where they are. In this chapter, we have decided to measure the distance between cars, so we should start by detecting cars. In the preceding chapter, Chapter 6, Object Detection in Real Time, we learned how to detect objects in many ways, we saw that the YOLOv3 model has good performance in terms of accuracy, and fortunately, the car object class is in the category list of the coco dataset (that is, the coco.names file). Therefore, we will follow that method and use the YOLOv3 model to detect cars.

As we did in the previous chapters, we will create the new project of this chapter by copying one of the projects we have already finished. This time, let's copy the Detective application that we completed in the previous chapter as the new project for this...

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