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

ग्रंथसूची विवरण
मुख्य लेखक: Chaki, Jyotismita (लेखक)
निगमित लेखक: SpringerLink (Online service)
सारांश:IX, 142 p. 36 illus., 29 illus. in color.
text
भाषा:अंग्रेज़ी
प्रकाशित: Singapore : Springer Nature Singapore : Imprint: Springer, 2025.
संस्करण:1st ed. 2025.
श्रृंखला:SpringerBriefs in Computational Intelligence,
विषय:
ऑनलाइन पहुंच:https://doi.org/10.1007/978-981-96-5081-1
स्वरूप: इलेक्ट्रोनिक पुस्तक
विषय - सूची:
  • 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.