TensorFlow: Working with Images

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Free Online Course: TensorFlow: Working with Images provided by LinkedIn Learning is a comprehensive online course, which lasts for Less than 1 hour of material. The course is taught in English and is free of charge. Upon completion of the course, you can receive an e-certificate from LinkedIn Learning. TensorFlow: Working with Images is taught by Jonathan Fernandes.

via LinkedIn Learning

Less than 1 hour of material

Self Paced

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

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Language

English
Certificate
Certificate Available
Date of Start
01st February, 2022
Price
Free Trial Available
Provider
LinkedIn Learning
Taught By

Jonathan Fernandes
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