Week 5 Overview

Welcome to Week 5! In this section, you'll go deeper into neural networks, and learn how they are built from start to finish. You'll learn about deep learning, convolutional neural networks, the ResNet-18 network, and practice classifying images. Then you will write your own Image Classification program.

Learn about Deep Learning networks
Discover Convolutional Neural Networks and their function

Required Sections

Before your class session with your instructor, you should complete:

📝 Pre-work: Image Classification

All videos, discussions, projects, and assignments in those sections are due at the start of class.

You'll work through the following section with your instructor during class:

👩‍🏫 Week 5: Image Classification

Required Activities

📝 Before your class session with your instructor, you should complete the following assignments:

Video: Jetson AI Fundamentals - S3E1 - Hello AI World Setup
Video: Jetson AI Fundamentals S3E2: Image Classification Inference

👩‍🏫 During class, complete the following assignments:

Required Content 6.1: Build the Project from Source
Required Content 6.2: Classifying Images with ImageNet
Required Project 6.3: Write Your Own Classification Program
Required Assignment 6.4: Classifying Images (5 points)

Assignments, Discussions, Quizzes, and Projects are required throughout the course, and they contribute to your overall grade.

You can earn up to 5 points this week.