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Learn Automation Integrates With Computer Vision

person icon Sethu Raman

4.5

Learn Automation Integrates With Computer Vision

computer vision, opencv, python

updated on icon Updated on May, 2024

language icon Language - English

person icon Sethu Raman

English [CC]

category icon Personal Development,Other Personal Development,Computer Vision

Lectures -5

Duration -1 hours

4.5

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Course Description

Computer vision is a field of artificial intelligence that trains computers to interpret and understand the visual world. It involves acquiring, processing, analyzing, and understanding digital images, and extracting high-dimensional data from the real world in order to produce numerical or symbolic information. Some popular computer vision projects include edge & contour detection, color detection & invisibility cloak, text recognition, object tracking, image classification with convolutional neural networks (CNNs), human pose estimation with OpenCV, face detection using cascade classifier using OpenCV-Python, face recognition using artificial intelligence, face recognition using GUI, and face mask detection using TensorFlow in Python. These projects can be used for a variety of applications such as image editing, motion analysis, and face recognition.

Python is a popular programming language that can be used for a wide range of applications, including web development, data analysis, and artificial intelligence. If you’re new to Python, there are many resources available to help you learn the basics. Some popular websites for learning Python include W3Schools1, Programiz2, and GeeksforGeeks3. These websites offer tutorials, examples, and exercises to help you get started with Python.

Here are some basic concepts you should know when starting with Python:

  • Syntax: Python has a simple and easy-to-read syntax that makes it a great language for beginners.

  • Variables: Variables are used to store data in your program. You can create concise and meaningful variable names to make your code easier to read and understand.

  • Data Types: Python has several built-in data types, including numbers, strings, and booleans. You can use these data types to represent different kinds of data in your program.

  • Operators: Python has several operators that you can use to perform operations on your data. These include arithmetic operators, comparison operators, and logical operators.

  • Control Flow: Control flow statements allow you to control the flow of execution in your program. These include if…else statements, for loops, and while loops.

Who this course is for:

  • Beginner Computer Vision, AI/ML integrate with python


Goals

What will you learn in this course:

  1. camera function using opencv
  2. face detection using cvzone
  3. pose estimation using cvzone
  4. hand detection using cvzone

Prerequisites

What are the prerequisites for this course?

  • No Programming Experience is Needed

Learn Automation Integrates With Computer Vision

Curriculum

Check out the detailed breakdown of what’s inside the course

Introduction
5 Lectures
  • play icon Face distance measurement 24:06 24:06
  • play icon Color tracking 13:57 13:57
  • play icon Lane detection 09:19 09:19
  • play icon Simulation 05:01 05:01
  • play icon Game automation 13:09 13:09

Instructor Details

Sethu Raman

Sethu Raman


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