Learn Computer Vision with Jetson Nano Using Python

Overview

Dive into a comprehensive 4.5-hour course on computer vision using Python and the Jetson Nano by Nvidia. Master the fundamentals of computer vision, learn to create efficient modular code, and apply your skills to three real-world projects. Begin with installations and setup before exploring essential concepts. Develop an eye-tracking system, build and program a robot car for object tracking and lane following, and create a face attendance system with real-time database integration. Gain hands-on experience in implementing computer vision techniques on the Jetson Nano platform, preparing you for practical applications in robotics and AI.

Syllabus

Intro
Downloads
Setup
IDE
Chapter 1
Chapter 2
Chapter 3
Chapter 4
Concept of Modules
Face Detection Module
Color Detection Module
Shape Detection Module
GPIO Basics
LED Module
Arduino Serial Introduction
Arduino Install
Serial Receive Arduino
Serial Receive Python
Serial Send Python
Eye Tracking - Introduction
Eye Tracking - Assembly
Eye Tracking - Wiring
Eye Tracking - Motor Center
Eye Tracking - Serial Control
Eye Tracking - Python Code
Eye Tracking - Result
Robot Car - Parts
Robot Car - Assembly
Robot Car - Wiring
Robot Car - Motor Test
Robot Car - Motor Function
Robot Car - Motor Serial
Robot Car - Keyboard Control
Robot Car - Keyboard Control Result
Robot Car - Object Tracking Result
Robot Car - Lane Following Result
Face Attendance - Result