The Art of Deep Learning Image Augmentation: The Seeds of Success
| Main Author: | |
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| Corporate Author: | |
| Summary: | IX, 142 p. 36 illus., 29 illus. in color. text |
| Language: | English |
| Published: |
Singapore :
Springer Nature Singapore : Imprint: Springer,
2025.
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| Edition: | 1st ed. 2025. |
| Series: | SpringerBriefs in Computational Intelligence,
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| Subjects: | |
| Online Access: | https://doi.org/10.1007/978-981-96-5081-1 |
| Format: | Electronic eBook |
Table of Contents:
- Chapter 1: Introduction to Deep Learning based Image Augmentation
- Chapter 2: Generative Adversarial Networks (GANs)
- Chapter 3: Autoencoders
- Chapter 4: Applications of Deep Learning Based Image Augmentation
- Chapter 5: Evaluating and Optimizing Deep Learning Image Augmentation Strategies
- Chapter 6: The Future of Deep Learning Image Augmentation.