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Deep Learning: Image Recognition

via LinkedIn Learning

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Overview

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Learn how to design, build, and deploy a deep neural network to serve as an image recognition system.

Syllabus

Introduction

Learning image recognition

1. Diving into Codespaces

Codespaces: Your new best friend
DL Image Recognition libraries with Codespaces

2. Understanding Deep Learning for Images

Basics of image processing
Convolutional neural networks (CNNs)
Advanced CNN architectures
Challenge: Simple image classification
Solution: Effective image classification techniques

3. Image Recognition Fundmantals

Image recognition fundamentals
Preprocessing and feeding data into your network
Developing image recognition systems
Success metrics
Challenges in image recognition
Challenge: Dealing with noise in images
Solution: Dealing with noise in images
Generative AI and image recognition

Conclusion

Continue your deep learning journey

Taught by

Adam Geitgey

Reviews

4.6 rating at LinkedIn Learning based on 62 ratings

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