Self Driving Simulations: Develop Autonomous Car with Python

سرفصل های دوره

Learn how to build self driving autonomous car simulation using Python, PyGame, and NEAT

1. Introduction

1. Introduction to the Course

2.1 Autonomous Cars Project.pptx

2. Highlight of the Course

3. Whom This Course is Intended for

2. Tools, IDE, and Libraries

1. Tools, IDE, and Libraries

3. Introduction to Autonomous Cars

1. Introduction to Autonomous Cars

2.1 How Autonomous Car Works.pdf

2. How Autonomous Car Works

4. Setting Up All Required Tools

1. Installing Visual Studio Code

2. Installing Python & Adding Extension to VS Code

3. Installing PyGame & NEAT

5. Basic Python Training Session

1. Basic Python Training Session

2.1 datatypes.zip

2. Data Types Practice

3.1 function&paramters.zip

3. Function & Parameters Practice

4.1 class&object.zip

4. Class & Objects Practice

5.1 pygame.zip

5. Basics of PyGame

6. Preparing Assets for Autonomous Car Simulation

1.1 CarAssets.zip

1. Preparing Car Objects for Simulation

2.1 GIMP Painting Tool.html

2. Downloading GIMP

3.1 cartrack.zip

3. Building Car Track with GIMP

7. Building Self Driving Autonomous Car Project

1.1 Self-Driving Car.zip

1. Creating Folder for the Project

2.1 neat config.txt

2. NEAT Configuration File Explained

3. Create Function to Initialise the Simulation

4. Functions to Set Position & Avoid Collision

5. Function to Detect Obstacles

6. Function to Update Position

7. Functions to Get Radars Data & Calculate Fitness Score

8. Function to Run Autonomous Car

9. Autonomous Car Function Explained

10. Function to Run Simulation

8. Testing Autonomous Car Simulation

1. Autonomous Car Testing Objectives

2.1 greencarasset.zip

2. Testing Self Driving Autonomous Car Project

9. Conclusion & Summary

1. Conclusion & Summary

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تولید کننده: Udemy-Training