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Learn Computer Vision with Jetson Nano Using Python

Offered By: Murtaza's Workshop - Robotics and AI via YouTube

Tags

Jetson Nano Courses Artificial Intelligence Courses Computer Vision Courses Neural Networks Courses Object Tracking Courses Modular Programming Courses Eye Tracking Courses

Course Description

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


Taught by

Murtaza's Workshop - Robotics and AI

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