parkjh688/Generative-Adversarial-Networks-GANs-Specialization

Solutions to DeepLearning.AI Generative Adversarial Networks (GANs) Specialization

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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

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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)

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Certificates

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

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References

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

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