Image Generation Frameworks

Skillsoft issued completion badges are earned based on viewing the percentage required or receiving a passing score when assessment is required. Amazing, controversial, and game-changing. It’s remarkable to think that we’re only at the beginning, only starting to see the opportunities offered by artificial intelligence (AI)-powered image generation. Yet here we are, at the start of a technological marvel that’s taking the world by storm. In this course, you’ll explore image generation frameworks, beginning with variational autoencoders (VAEs), generative adversarial networks (GANs), and comparing GANs and VAEs. Then you’ll explore GAN architectures, GAN use cases, GAN training, and the DCGAN, WGAN, CycleGAN, and StyleGAN architectures. Finally, you’ll learn about autoregressive models, autoregressive models in comparison to other techniques, diffusion models, diffusion model use cases, and the pros and cons of image generation frameworks.