In this webinar, visual effects and digital production company Digital Domain will share their experience developing AI-based toolsets for applying deep learning to their content creation pipeline. AI is no longer just a research project but also a valuable technology that can accelerate labor-intensive tasks, giving time and control back to artists.
We’ll start with a brief overview of deep learning and dive into examples of convolutional neural networks (CNNs), generative adversarial networks (GANS), and autoencoders. These examples will include flavors of neural networks useful for everything from face swapping and image denoising to character locomotion, facial animation, and texture creation.
By watching this webinar replay, you will:
- Get a basic understanding of how deep learning works
- Learn about research that can be applied to content creation
- See examples of deep learning–based tools that improve artist efficiency
- Hear about Digital Domain’s experience developing AI-based toolsets