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LinkedIn Learning

Deep Learning: Image Recognition

via LinkedIn Learning

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Overview

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 63 ratings

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