Generative Adversarial Networks (GANs) Specialization

This Repository Contains Solution to the Assignments of the Generative Adversarial Networks (GANs) Specialization from deeplearning.ai on Coursera Taught by Sharon Zhou

Courses

1 - Build Basic Generative Adversarial Networks (GANs)

1. Week 1 - Your First GAN
2. Week 2 - Deep Convolutional GAN (DCGAN)
3. Week 3 - WGAN
4. Week 4 - Conditional GAN & Controllable Generation
   1. Conditional GAN
   2. Controllable Generation

2 - Build Better Generative Adversarial Networks (GANs)

1. Week 1 - Fréchet Inception Distance
2. Week 2 - Bias
3. Week 3 - Components of StyleGAN

3 - Apply Generative Adversarial Networks (GANs)

(course not released yet)

Certificates

• Build Basic Generative Adversarial Networks (GANs)
• Build Better Generative Adversarial Networks (GANs)

References

• Build Basic Generative Adversarial Networks (GANs)
• Build Better Generative Adversarial Networks (GANs)
• Apply Generative Adversarial Networks (GANs)