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Computer Vision Theory and Projects in Python for Beginners

You're reading from Computer Vision Theory and Projects in Python for Beginners Become an ace of Computer Vision and build Computer Vision for apps using Python, OpenCV, TensorFlow, and others

Product type Video

Published in Sep 2021

Last Updated in May 2025

Publisher Packt

ISBN-13 9781801815949

Length 26hrs 49mins

Edition 1st Edition

Languages

Python

Tools

Jupyter

Concepts

Computer Vision

Author (1):

AI Sciences

View More author details

Table of Contents (18) Chapters

1. Introduction to Course and Instructor FREE CHAPTER

2. Introduction to Images

3. 2D Scaling Transformations

4. 2D Geometric Transformations

5. Geometric Transformation Estimation (Panorama)

6. Binary Morphology

7. Image Filtering

8. Canny Edge Detector

9. Shape Detection

10. Shape Detection Hough Transform

11. Corner Detection

12. Automatic Panorama SIFT

13. Object Detection

14. YOLO Object Detector

15. Motion

16. Object Tracking

17. 3D Reconstruction

18. Smart CCTV Project

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36

Programming languages

73

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Authors (1)

AI Sciences

AI Sciences

AI Sciences are a group of experts, PhDs, and artificial intelligence practitioners, including computer science, machine learning, and Statistics. Some work in big companies such as Amazon, Google, Facebook, Microsoft, KPMG, BCG, and IBM. AI sciences produce a series of courses dedicated to beginners and newcomers on techniques and methods of machine learning, statistics, artificial intelligence, and data science. They aim to help those who wish to understand techniques more easily and start with less theory and less extended reading. Today, they publish more comprehensive courses on specific topics for wider audiences. Their courses have successfully helped more than 100,000 students master AI and data science.

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