TensorFlow: Working with Images

Offered By: LinkedIn Learning

Tags

TensorFlow Courses Deep Learning Courses Neural Networks Courses Transfer Learning Courses Image Processing Courses Hyperparameter Tuning Courses Tensorboard Courses

Course Description

Overview

Learn the ins and outs of working with images in TensorFlow 2.0

Syllabus

Introduction

Work with gray and color images using transfer learning and fine-tuning
What you should know
What is TensorFlow?

1. Neural Networks and Images

Review of neural networks
Working with color images and neural networks
Challenge: Experiment with hyperparameters
Solution: Experiment with hyperparameters

2. Transfer Learning

Why the poor performance with neural networks?
TensorFlow Hub
What is transfer learning?
Transfer learning with TensorFlow Hub
TensorFlow Hub for CIFAR-10

3. Monitoring the Training Process

Monitoring the training process
Using ModelCheckpoint
Working with EarlyStopping
Using TensorBoard

Conclusion

Next steps

Taught by

Jonathan Fernandes

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