English | MP4 | AVC 1280×720 | AAC 44KHz 2ch | 58 lectures (5h 47m) | 2.82 GB
Learn about Raspberry Pi, Python 3, GPIOs, Pi Camera and Image Processing.
Welcome to the introduction of my Raspberry Pi Boot Camp course. Nowadays, image processing, computer vision and Python programming language are becoming very popular. With Raspberry Pi Boot Camp course, we will take a closer look at the Raspberry Pi computer and learn in detail. We will learn about the GPIO pins on the computer and have information about digital input and output. Thus, when you finish the course, you will be able to use the GPIO pins. We will also introduce computer vision and learn about the OpenCV library. Not limited to this, we will learn to control the Raspberry Pi camera with OpenCV. Moreover, we will introduce Machine learning and learn how to detect face using Raspberry Pi computer.
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.
What you’ll learn
- Raspberry Pi,
- Python 3,
- OpenCV,
- GPIOs and
- Object Detection.
Table of Contents
Giriş
1 Introduction
Python 3 Optional
2 Installation
3 PyCharm
4 Variables 1
5 Variables 2
6 Variables 3 Rules
7 Operators 1
8 Operators 2
9 Operators3
10 Standart Input and Output
11 Lists
12 Tuples
13 Conditional Statements 1
14 Conditional Statements 2
15 Conditional Statements 3
16 Loops 1
17 Loops 2
18 break
19 Functions 1
20 Functions 2
21 Functions 3
22 Modules 1
23 Modules 2
Installation of OS
24 SD Card Formatting
25 Installation of Operating System
26 Set Up Operating System
27 Connecting VNC Server
28 Installation of VSCode
Circuit
29 BreadBoard 1
30 BreadBoard 2
GPIO Basic
31 GPIO Pins
32 Controlling LED
33 Example 1
34 Button
35 Example 2
36 DC Motor
GPIO Intermediate
37 Intro
38 Digital Output
39 Digital Input
40 PWM
Image Processing OpenCV 4
41 Installation of OpenCV
42 Reading and Showing Images
43 Color Format
44 Resizing
45 Example 3
46 Saving an Image
47 Play a Video 1
48 Play a Video 2
49 Raspberry Pi Camera 1
50 Raspberry Pi Camera 2
51 Using RPI Camera as Webcam
52 Basic Drawing Operations 1
53 Basic Drawing Operations 2
54 Basic Drawing Operations 3
55 Texting
Machine Learning Object Detection
56 What is Machine Learning
57 About Haar Cascade
58 Face Detection
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