Generative & 3D Vision
A 12-module path through generative & 3d vision, in study order from foundations to the frontier.
Modules
- Image Generation Fundamentals
- Generative Adversarial Networks for Images
- Neural Style Transfer
- Image-to-Image Translation
- Diffusion Models for Images
- Text-to-Image with CLIP and Latent Diffusion
- Video Understanding and Temporal Modeling
- Action Recognition
- 3D Vision and Point Clouds
- Neural Radiance Fields
- Human Pose Estimation
- Vision-Language and Multimodal Models