anhtuan85 / Generative-Adversarial-Networks-GANs-Specialization

Deeplearning.AI Generative Adversarial Networks (GANs) Specialization Solution

Generative-Adversarial-Networks-GANs-Specialization

Deeplearning.AI Generative Adversarial Networks (GANs) Specialization Solution

Course 1: Build Basic Generative Adversarial Networks (GANs)

• Week 1 - Build Basic Generative Adversarial Networks (GANs)

• Week 2 - Deep Convolutional GANs

• Week 3 - Wasserstein GANs with Gradient Penalty

• Week 4 - Build Basic Generative Adversarial Networks (GANs)

Course 2: Build Better Generative Adversarial Networks (GANs)

• Week 1 - Evaluation of GANs

• Week 2 - GAN Disadvantages and Bias

• Week 3 - StyleGAN and Advancements

Course 3: Apply Generative Adversarial Networks (GANs)

• Week 1 - GANs for Data Augmentation and Privacy

• Week 2 - Image-to-Image Translation with Pix2Pix

• Week 3 - Unpaired Translation with CycleGAN