What you'll learn
Mastering Computer Vision technology, to analyse screen in online games, OpenCV, real-time object detection
Latest computer vision technology, and making classifiers from only one positive image
Requirements
no prerequisits
Description
This unique tutorial is аbout: implement real screen detection machine learning project, and training your own models and classifiers,and we will learn step-by-step, how to train and develop machine learning projects from scratch and also how to detect and analyse our screen real time. The course will teach you how to make your own classifier from only one positive image.The project is about the real time streaming, and detect objects in video games as well.
Overview
Section 1: Introduction to the course
Lecture 1 Introduction
Section 2: How to detect your screen real time?
Lecture 2 Setting up environment
Lecture 3 Install python 3
Lecture 4 Install Anaconda Tool-Kit
Lecture 5 Install VSCODE Editor
Lecture 6 Install OpenCV
Section 3: Lets detect your screen
Lecture 7 Lets make a new virtualenvironment and install OpenCV
Lecture 8 Making pictures from your screen
Lecture 9 Open video in the new frame
Lecture 10 How to grab the windows frame real time part 1.
Lecture 11 How to grab the windows frame real time part 2.
Lecture 12 How to grab the windows frame real time part 3.
Section 4: Fully functional project
Lecture 13 Project overview
Lecture 14 Lets make a new project
Lecture 15 Making your own classifier part 1.
Lecture 16 Making your own classifier part 2.
Lecture 17 Detect playing cards part 1
Lecture 18 Detect playing cards part 2
Lecture 19 Write it down to the separate txt file
Section 5: Thank you taking the course
Lecture 20 Additional tutorials
python developers, gamers, ML learners, AI developers, developers

Homepage

https://www.udemy.com/course/real-time-object-detection-project/

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