The Art of Deep Learning Image Augmentation: The Seeds of Success

Bibliografske podrobnosti
Glavni avtor: Chaki, Jyotismita (Author)
Korporativna značnica: SpringerLink (Online service)
Izvleček:IX, 142 p. 36 illus., 29 illus. in color.
text
Jezik:angleščina
Izdano: Singapore : Springer Nature Singapore : Imprint: Springer, 2025.
Izdaja:1st ed. 2025.
Serija:SpringerBriefs in Computational Intelligence,
Teme:
Online dostop:https://doi.org/10.1007/978-981-96-5081-1
Format: Elektronski Knjiga
Kazalo:
  • 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.