Book

Generative Adversarial Networks Projects

In this book, we will use different complexities of datasets in order to build end-to-end projects. With every chapter, the level of complexity and operations will become advanced. It consists of 8 full-fledged projects covering approaches such as 3D-GAN, Age-cGAN, DCGAN, SRGAN, StackGAN, and CycleGAN with real-world use cases.

Offered byPackt Logo

Difficulty Level
Intermediate
Completion Time
10h32m approx.
Language
English
Certification
Not available

About Course

Book Content

chapters 10h32m total length

1. Introduction to Generative Adversarial Networks
2. 3D-GAN - Generating Shapes Using GANs
3. Face Aging Using Conditional GAN
4. Generating Anime Characters Using DCGANs
5. Using SRGANs to Generate Photo-Realistic Images
6. StackGAN- Text to Photo-Realistic Image Synthesis
7. CycleGAN- Turn Paintings into Photos
8. Conditional GAN - Image-to-Image Translation Using Conditional Adversarial Networks
9. Predicting the Future of GANs

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