Generating Book Covers through GANs

Hi all! I’m trying out this new format of publishing my projects through Powerpoint videos. Recording this way is fun. Let me know if this is a better format for you.

This pet project is my tribute to books. As a machine learning person, I’d like to see if I can artificially create images of book covers. Along the way, I have learned a different type of deep learning that I’m used to and I think my understanding of deep learning has progressed. I hope you’ll enjoy watching as much as I did in creating this.

My references:

• Keras Implementation
  • https://machinelearningmastery.com/how-to-develop-a-conditional-generative-adversarial-network-from-scratch/
• Improved techniques for training GANs
  • https://dl.acm.org/doi/10.5555/3157096.3157346
• Generative adversarial nets
  • https://dl.acm.org/doi/10.5555/2969033.2969125