Mô tả

Hello everyone,

Welcome to the introduction of my Jetson Nano Boot Camp course. Nowadays, image processing, computer vision and Python programming language are becoming very popular. In order to realize our own machine learning projects, we will carry out a machine learning project with Jetson Nano which is a powerful artificial intelligence computer. Not limited to this, we will learn about Python, Image Processing and machine learning.

Of course, we will start with Python and learn the basics of Python well.We will learn about the concept of variables, standard input and output functions, loops, conditional structures, functions, modules and more.

And then we will get into the topic of image processing. We will learn the basics of the OpenCV library, which has been developed for a long time, and detect the objects we want in real time with the software using the machine learning method.

Of course, in addition to detecting objects, we will also be able to control the Arduino board, which is very popular in the world, according to the object we have detected.

Thanks to the school crossing sign project included in the course, we will detect our school crossing sign together with our Jetson Nano board and then reduce its speed according to the school crossing sign where we detect our DC motor that we connect to our Arduino board.

Since the course was created as a result of years of academic and technical experience, you will be able to carry out your own machine learning projects together with Jetson Nano when you finish the course.


No previous programming or electronics knowledge is required.

"You are never too old to set another goal or to dream a new dream." - C.S.Lewis

"Do the difficult things while they are easy and do the great things while they are small. A journey of a thousand miles begins with a single step" - Lao Tzu

You get the best information that I have compiled over years of trial and error and experience!

Best wishes,

Yılmaz ALACA

Bạn sẽ học được gì

Jetson Nano

OpenCV,

Object detection,

Arduino,

GPIO,

Python basics and

Serial communication.

Yêu cầu

  • Work hard,
  • Tenacity and
  • Interest.

Nội dung khoá học

14 sections

Introduction

1 lectures
Welcome!
01:10

Hardwares

1 lectures
Hardware Requirements
01:24

Python Basics (Optional)

25 lectures
Introduction
00:37
Python Installation
02:04
IDE Installation
05:04
Variables -1
02:51
Variables -1 Article
Processing..
Variables -2
03:40
Variables -3 (Rules)
05:28
Operators -1
05:03
Operators -2
02:10
Operators -3
05:43
Standart Input And Output
04:39
Conditional Statements -1
01:44
Conditional Statements -2
04:43
Conditional Statements -3
06:00
Lists
03:48
Tuples
02:40
Loops -1
04:54
Loops -2
03:18
break
03:00
Functions -1
04:48
Functions -2
04:24
Functions -3
03:16
Modules -1
03:32
Modules -2
03:44
Outro
00:35

OpenCV (Optional)

12 lectures
Introduction
00:41
OpenCV Installation on PyCharm
01:58
Image Reading and Showing
05:23
Image Resizing
04:05
Color Transformation
04:38
Basic Drawing Operations -1
05:42
Basic Drawing Operations -2
04:37
Basic Drawing Operations -3
04:36
What is Machine Learning?
01:50
Face Detection
12:48
About Scale Factor
02:17
Outro
00:37

Machine Learning

9 lectures
Capture Video from Webcam
04:53
Extras: Texting
04:00
Theory
01:03
Images Capturing
06:24
Gray Scale Capturing
03:30
Capturing Positive Images for Arduino Board
02:03
Capturing Negative Images
02:24
Machine Learning Training Software and Cropping Operations
05:20
Training Objects
04:33

Real Time Object Detection (Arduino Board)

3 lectures
Intro
01:01
Coding The Detection Function
11:10
Outro
00:40

Arduino Basics (Optional)

9 lectures
Installation of Arduino IDE
02:03
Interface of Arduino IDE
01:31
Pin Control (INPUT - OUTPUT)
03:29
Digital OUTPUT
03:01
Reaction Time
04:21
Serial Port -1
06:10
Comment
00:12
Serial Port and Conditional Structures (if) -1
07:28
Serial Port and Conditional Structures (else if) -2
04:18

Project 1: Controlling Arduino with Python

3 lectures
Intro
00:41
Python Codes
08:57
Arduino Codes
09:01

Jetson Nano Board Set Up

8 lectures
Intro
00:42
SD Card
03:39
Operating System
04:14
Jetson Nano Board Connections -1
02:47
Jetson Nano Board Connections -2
02:29
System Configurations
04:21
Remote Control (For Jetson Nano)
04:11
Remote Control (For Windows)
02:16

OpenCV and Python Installation on Jetson Nano

4 lectures
Installation IDE
04:24
Installation of Python
04:05
Installation of OpenCV
02:01
Serial (pip)
06:31

Installation of Camera

1 lectures
Getting Frames Using CSI Camera
08:08

L298N

3 lectures
Introduction and Motor Soldering
02:44
Circuit
01:55
Speed Control of DC Motor
06:47

Project 2: School Crossing Sign (for Autonomous Vehicles)

11 lectures
School Crossing Sign Project Overview
01:06
Creating a School Crossing Sign.
02:55
Capturing Positive Images
10:54
Capturing Negative Images
04:41
Drive
04:20
Training School Crossing Sign (Cropping Process)
03:07
Training School Crossing Sign
03:04
Coding The Detection Function
14:23
Arduino IDE on Linux
04:12
Serial Communication And Coding Arduino
06:34
Serial Communication And Coding Python (Test)
05:40

Other Courses

1 lectures
Other Courses
00:08

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