
Capture positive samples of a stop sign with the car camera from multiple angles. Organize them into a positive stop sign folder and prepare for subsequent negative samples.
Test the self driving car project by placing a stop sign on the track, running the program, and confirming stop sign detection after tweaking the color space to rgb.
Demonstrate C++ program on a Raspberry Pi that estimates stop sign distance via linear regression and stops the robot car within safe range using if statements and go to label.
Final testing for object detection tunes lane-change timing and values j, gso, and gdp on a raspberry freeway, with object training and detection completed and traffic light detection upcoming.
Build a traffic light model with LCD indicators powered by double-A batteries, each controlled by a switch, and use a white border around the green light to improve cascade training.
"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