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Computer Vision with Python

Learn the latest techniques in computer vision with Python and OpenCV!
Rating: 3.8 out of 53.8 (37 ratings)
15,701 students
Created by Code Warriors
Last updated 8/2020
English
English [Auto]
30-Day Money-Back Guarantee

What you'll learn

  • Manipulate and open Images with NumPy
  • Perform image manipulation with OpenCV, including smoothing, blurring, thresholding, and morphological operations.
  • Use OpenCV to work with image files
  • Draw shapes on images and videos with OpenCV

Requirements

  • Access to a computer with an internet connection.
  • Basic python programming
  • Some programming experience
  • WebCam if you want to learn the video streaming content
  • Must have Install Permissions on Computer

Description

Welcome to the ultimate online course on Python for Computer Vision!

This course is your best resource for learning how to use the Python programming language for Computer Vision.

We'll be exploring how to use Python and the OpenCV (Open Computer Vision) library to analyze images and video data.

The most popular platforms in the world are generating never before seen amounts of image and video data. Every 60 seconds users upload more than 300 hours of video to Youtube, Netflix subscribers stream over 80,000 hours of video, and Instagram users like over 2 million photos! Now more than ever it's necessary for developers to gain the necessary skills to work with image and video data using computer vision.

Computer vision allows us to analyze and leverage image and video data, with applications in a variety of industries, including self-driving cars, social network apps, medical diagnostics, and many more.

As the fastest growing language in popularity, Python is well suited to leverage the power of existing computer vision libraries to learn from all this image and video data.

In this course, we'll teach you everything you need to know to become an expert in computer vision! This $20 billion dollar industry will be one of the most important job markets in the years to come.

We'll start the course by learning about numerical processing with the NumPy library and how to open and manipulate images with NumPy. Then will move on to using the OpenCV library to open and work with image basics. Then we'll start to understand how to process images and apply a variety of effects, including color mappings, blending, thresholds, gradients, and more.

Who this course is for:

  • Python Developers interested in Computer Vision and Deep Learning
  • BSC, BCA, MCA, Btech, MSC and IT Students or proffesional
  • Anyone interested in Computer Vision or Artificial Intelligence

Course content

6 sections • 22 lectures • 6h 16m total length

  • Preview09:24

  • Read Write & Show Image
    22:45
  • Read Write & Show Image using webcam
    25:20

  • Draw Geometric Shapes
    19:56
  • Mouse Event Handling
    32:03
  • Arithmetic Operation on Images
    17:54
  • Bitwise Operation on Images
    14:09

  • Translation of Image
    12:55
  • Rotation of Image
    08:06
  • Scaling of Image
    22:56
  • Blurring and Smoothening of Image
    22:39
  • Sharpening of Image
    08:24

  • Simple Thresholding
    23:12
  • Adaptive Thresholding
    14:32
  • Erosion & Dilation
    11:14
  • Edge Detection
    07:19
  • Image Pyramids
    16:09
  • Image Blending
    14:01
  • Contours
    21:54
  • Sorting of Contours
    12:09
  • Matching of Contours
    15:58

  • Live Sketch Project
    23:37

Instructor

Code Warriors
The best place to learn, code and conquer - Once you have it
Code Warriors
  • 4.0 Instructor Rating
  • 815 Reviews
  • 75,688 Students
  • 6 Courses

Hi, We are Code Warriors an E learning organisation . This is our Udemy Handle where we will provide you some awesome courses with very basic price. The courses will be very much informative and you will enjoy a lot. We focus on your learning in an enjoying manner so you don't get bored.

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