Mô tả

"Machine Learning will change the lives of all of us. What is Machine Learning? It’s behind what makes self-driving cars a reality"

This unique course is a complete walk-through process to Design, Build and Program a Embedded IOT Project (Self driving Car). Everything is discussed with details and clear explanation. Whole Project is divided into 2 parts.


(Course - 2) Contents:

1. Stop Sign Detection (Published)

2. Object Detection (Published)

3. Traffic Light Detection (Published)

4. LED Dynamic Turn Indicator (Published)


(Course - 1)  Previous Course

1. Learn to design complete hardware for self driving car

   a. Learn to setup Master device ( Raspberry Pi ) for any project

   b. Learn to setup Slave device ( Arduino UNO ) for any project

  c. Learn to Establish Communication link between Master and Slave device

2. Learn Image Processing using OpenCV4

3. Learn to driver robot on road lanes


"Machine Learning will change the lives of all of us. What is Machine Learning? It’s behind what makes self-driving cars a reality"

Machine learning is important because it gives enterprises a view of trends in customer behavior and business operational patterns, as well as supports the development of new products. Many of today's leading companies, such as Facebook, Google and Uber, make machine learning a central part of their operations. Machine learning has become a significant competitive differentiator for many companies


Bạn sẽ học được gì

Learn How to Setup Raspberry Pi 3 for any IOT Projects

Learn How to Setup Arduino UNO as a Slave micro-controller for any IOT Project

Learn Image Processing using OpenCV4 for any Platform

Learn Machine Learning & Train your own Image Classifier

Learn How to Troubleshoot any Hardware & Software issues

Most Important!! Learn to Design Embedded Product totally from scratch

Yêu cầu

  • Basic Understanding of C or C++
  • Basic Understanding of Digital Logic
  • Basic Understanding of Soldering and Breadboard Prototyping

Nội dung khoá học

11 sections

Introduction to Machine Learning

1 lectures
Basic Steps & Terminologies
02:31

(Stop Sign) Neural Network Training

6 lectures
Creating Stop sign
03:11
C++ code to Capture & Save Images
06:29
Capturing Positive Samples for Stop sign
03:06
Capturing Negative Samples
04:36
Cascade Training Software and Image Cropping
05:24
Training of Haar Cascade Model for Stop Sign
06:42

Stop Sign Detection on Raspberry Pi3

5 lectures
Load (.xml) file in C++ Code
05:38
Writing Image Classifier Program in C++
09:05
Stop Sign Detection Testing
02:21
Create Linear Equations to Calculate Distance
04:45
Solve Linear Equations & Distance Testing
03:26

Stop Sign Detection Testing

3 lectures
C++ Programming in Raspberry Pi
04:08
C++ Programming in Arduino UNO
02:13
Final Testing (Stop Sign)
02:31

(Obstacle) Neural Network Training

3 lectures
Positive Sample for Object
03:49
Extracting Positive samples for Object
04:06
Cascade Training for Object Detection
04:34

Obstacle Detection on Raspberry Pi3

3 lectures
C++ Code to Detect Object
05:23
Create Linear Equations to Calculate Distance (for Object)
03:26
Solve Linear Equations & Distance Testing (for object)
03:17

Obstacle Detection Testing

3 lectures
Arduino Programming
05:00
Lane Change Operation
05:50
Final Testing (Object)
02:21

Traffic Light Training

5 lectures
Traffic Light Model
02:58
Positive Sample for Red Light
03:27
Negative Sample for Red Light
02:04
Training Data
04:37
Cascade Model for Red Light
04:22

Traffic Light Detection

3 lectures
Loading .XML File
03:39
Linear Equations With Calibration
03:28
Finding Actual Distance
02:37

Traffic Light Testing

1 lectures
Arduino Programming & Final Testing
03:56

LED Dynamic Turn Signal Indicator

4 lectures
Schematic Diagram
07:53
Clock Circuit Build
05:09
Indicator Circuit Build
03:49
C++ Code to Control the indicators
09:16

Đánh giá của học viên

Chưa có đánh giá
Course Rating
5
0%
4
0%
3
0%
2
0%
1
0%

Bình luận khách hàng

Viết Bình Luận

Bạn đánh giá khoá học này thế nào?

image

Đăng ký get khoá học Udemy - Unica - Gitiho giá chỉ 50k!

Get khoá học giá rẻ ngay trước khi bị fix.