The Art of Deep Learning Image Augmentation: The Seeds of Success
| Hlavní autor: | |
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| Korporativní autor: | |
| Shrnutí: | IX, 142 p. 36 illus., 29 illus. in color. text |
| Jazyk: | angličtina |
| Vydáno: |
Singapore :
Springer Nature Singapore : Imprint: Springer,
2025.
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| Vydání: | 1st ed. 2025. |
| Edice: | SpringerBriefs in Computational Intelligence,
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| Témata: | |
| On-line přístup: | https://doi.org/10.1007/978-981-96-5081-1 |
| Médium: | Elektronický zdroj Kniha |
Obsah:
- 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.