Jetson Nano Computer Vision

Free

Jetson Nano Course

Course
40 Lessons

This is a comprehensive Jetson Starter course that will help you accelerate your AI-CV development using Jetson Nano.

Download FREE

Module 1: Introduction to Jetson

Lecture 1.1: Jetson Introduction

2 mins
13.4 MB

Lecture 1.2: Explanation On How To Use It

3 mins
22.5 MB

Lecture 1.3: Course Overview

3 mins
35 MB

Jetson Introduction PDF

3.29 MB

Jetson Course Complete Material.zip

7.98 MB

Module 2 - Comparison of Jetson and Its Variants Along with RPi+SD Card Flashing

Lecture 2.1: How Jetson Is Better Than Raspberry Pi

4 mins
58.2 MB

Lecture 2.2: Comparison Among Different Variants

4 mins
51.5 MB

Lecture 2.3: SD Card Flashing

2 mins
24.2 MB

Lecture 2.4: Which Card To Buy

2 mins
11.1 MB

Lecture 2.5: Running Jetson For The First Time

1 min
23.3 MB

Module 2 Slides

1.24 MB

Module 3 - Installing Libraries and Setting Up AI Computer - Explain Dependencies and Their Use

Lecture 3.1: Various Libraries and Their Usage e.g. OpenCV PyTorch Etc.

4 mins
63.9 MB

Lecture 3.2: Installing Supportive Libraries

7 mins
248 MB

Lecture 3.3: Installing OpenCV From Scratch With CUDA Support

4 mins
110 MB

Lecture 3.4: Installing Other Supportive Libraries

4 mins
92.5 MB

Lecture 3.5: Installing PyTorch and TorchVision

7 mins
152 MB

Lecture_3.pdf

537 KB

Module 3:Installing Libraries and Setting Up AI Computer Explain Dependencies and Their Use.zip

92.3 KB

Installation-updated-latest.odt

10.7 KB

Installation.odt

17.4 KB

Module 4 - Computer Vision OpenCV Basics on Jetson + Pytorch

Lecture 4.1: Perform Some Basic Image Operations Using OpenCV

2 mins
23.4 MB

Lecture 4.2: Import Libraries, Image Read and Display

2 mins
22.6 MB

Lecture 4.3: Color Conversion

3 mins
36.1 MB

Lecture 4.4: Basic Filtration

3 mins
31 MB

Lecture 4.5: Transformation

4 mins
43.1 MB

Lecture 4.6: Edge Detection

3 mins
36.4 MB

Lecture 4.7 Morphological Operations

4 mins
44.3 MB

Lecture 4.8: Corner Detection

2 mins
26.2 MB

Lecture 4.9: Basics About PyTorch

6 mins
65.5 MB

Lecture 4.10: Basics About TorchVision

3 mins
36.6 MB

Lecture 4.11: Combining OpenCV and Torch To Perform Basic Image Operations

1 min
12.6 MB

Module 5 - What is Object Detection + Yolo Object Detection

Lecture 5.1: Introduction to Object Detection and How It Is Performed

5 mins
60.8 MB

Lecture 5.2: YOLO Variants

6 mins
74.8 MB

Lecture 5 Slides

1.14 MB

Module 6 - YOLO Object Detection on Custom Dataset (Number Plate Dataset)

Lecture 6.1: About The Dataset and Its Annotation for Object Detection

5 mins
89 MB

Lecture 6.2: Train The Model On Some Existing Dataset

4 mins
168 MB

Lecture 6.3: Perform Object Detection Using Pre-trained Model

5 mins
193 MB

Lecture 6 Slides

1.3 MB

Module 7: Where to from here?

Jetson Nano Computer Vision Promo

7 mins
435 MB

Preview

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Frequently Asked Questions (FAQ)

How Do I Run the Project Files?

There will be instructions in the lesson of each project.

I've tried running the project files, but I am a beginner.

Ensure that you have the required hardware like a CUDA enabled GPU and have followed the tutorial video step-by-step.

If you are still struggling to get the project working or installed, we provide a 1 hour Remote Desktop Technical Session. In this session, our technical team will log into your PC and help you install all of the require libraries and dependencies and get the project running*.

You can apply for the Remote Technical Assistance HERE

*(Assuming that you have the required hardware).

Where can I connect with AI and CV Developers?

You can Join our Free WhatsApp Computer Vision Community HERE.

Here you can connect and network with likeminded developers.

Are the projects refundable?

This course is free :)