- Build a face detection program using the OpenCV library with Python
- Free tutorial
- Rating: 3.9 out of 53.9 (2,802 ratings)
- 48,474 students
- 1hr 11min of on-demand video
- Created by Frederick Ngoiya
English
What you’ll learn
- Learn how to use the OpenCV library
- Build you own image face detection program
- Learn different tools used in image processing
- Learn how to use different tools of image filtering with the OpenCV library
Requirements
- Installation of Python and OpenCV on your computer. We’ll cover this in lecture 3 and 4
Description
When you watch the promo above you, can see that I have taken a practical approach in explaining computer vision concepts using the image and video processing library OpenCV. Furthermore the practical approach I have taken, involves writing and implementing code in a way that a complete beginner will be able to follow along and understand.
What you will love about this course ,is that it is easy to follow along with. All you have to do is watch what I do and try to implement it yourself. I have tried to explain some the functions as simple and brief as possible so that a complete beginner would be able to understand.This course is for you if you are interested in computer vision and want to learn how to use the OpenCv library.
Who this course is for:
- For a complete beginner in computer vision
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Course content
8 sections • 25 lectures • 1h 10m total lengthCollapse all sections
Let’s Learn!1 lecture • 2min
- Let’s Learn!02:00
Image Fudamentals5 lectures • 9min
- Introduction: What is an image01:18
- Mac OSX Python 3 and OpenCV installation01:37
- Windows Python and OpenCV installation02:08
- How read an Image02:25
- How to save an image in a different format01:03
Drawing shapes and writing text on an image6 lectures • 11min
- Drawing00:41
- Drawing a rectangle02:26
- Drawing a line01:23
- Drawing a circle02:18
- Writing text02:21
- Drawing combination01:22
Image Processing3 lectures • 13min
- Image Transformation02:22
- Image Rotation03:07
- Image Thresholding07:38
Image Filtering3 lectures • 15min
- Gaussian Blur04:35
- Median Blur04:50
- Bilateral Filtering05:05
Feature Detection1 lecture • 6min
- Canny Edge Detector05:32
Video Analysis2 lectures • 8min
- Load a video04:39
- Save a video in a different format03:11
Applications4 lectures • 9min
- Introduction to Image Face Detection00:52
- Real time face detection using webcam02:24
- Image Face Detection03:09
- Real image face detection using webcam02:24
