EmbeddingGemma 2: an open, lightweight multimodal embedding model
deepmind.google·6d ago
AI Engineering
Hacker News·Sep 1·5 min read
Atlas: A World Model for Spatial Intelligence
TL;DR
Atlas is a next-generation world model that generates, reconstructs, and simulates environments using a multimodal approach across text, images, video, and 3D data. It outperforms specialized models in both camera-controlled generation and 3D reconstruction, paving the way for advanced applications in robotics and creative industries.
✦ Why It Matters
Explore early access to Atlas for innovative applications in world modeling and simulation.
Key Takeaways
- Utilize Atlas for generating high-resolution videos from minimal input images.
- Leverage Atlas for accurate 3D scene reconstruction from sparse views.
- Experiment with Atlas to create simulations for robotics applications.
- Request early access to collaborate on innovative projects using Atlas.
How It Works
Atlas combines various input types—text, images, and 3D data—into a unified spatial context, allowing it to generate outputs that are consistent in 3D space. It uses an autoregressive approach to generate each output sequentially, conditioned on previous inputs, and employs diffusion techniques to refine the quality of generated images and videos.