- 01. Deep Convolutional GANs
- 02. DCGAN, Discriminator
- 03. DCGAN Generator
- 04. What is Batch Normalization?
- 05. Pre-Notebook: Batch Norm
- 06. Notebook: Batch Norm
- 07. Benefits of Batch Normalization
- 08. DCGAN Notebook & Data
- 09. Pre-Notebook: DCGAN, SVHN
- 10. Notebook: DCGAN, SVHN
- 11. Scaling, Solution
- 12. Discriminator
- 13. Discriminator, Solution
- 14. Generator
- 15. Generator, Solution
- 16. Optimization Strategy
- 17. Optimization Solution & Samples
- 18. Other Applications of GANs