Introducing Rerun: The Data Stack for Physical AI
In the rapidly evolving field of spatial and embodied AI, managing and visualizing complex multimodal data is a critical challenge. Rerun, an innovative open-source platform, addresses this need with a powerful suite of tools designed to streamline data handling and debugging for developers and researchers. Whether you're working on robotics, physical AI, or custom data visualization, Rerun offers a fast, flexible, and user-friendly solution to transform how you interact with your data.
Key Features of Rerun
- Multimodal Visualization: Rerun provides the industry's fastest viewer for interactive visualization of live and recorded data, accessible both natively and in-browser.
- SDK Support: With SDKs available for Python, Rust, and C++, developers can easily log and model data using familiar programming environments.
- Time-Aware Data Model: Rerun's Entity Component System simplifies common scenarios while offering flexibility for custom data structures.
- Query APIs: Extract time-aligned datasets from messy recordings in Apache Arrow format, seamlessly integrating with dataframe libraries for analysis.
- Embeddable Viewer: Integrate Rerun's viewer into Rust, JS, or Gradio apps to build custom visualization tools tailored to your needs.
Who Can Benefit from Rerun?
Rerun is an ideal tool for a diverse range of professionals in the AI and robotics space. AI developers and data scientists can use it to log and analyze multimodal data for training and evaluation. Robotics engineers benefit from its ability to pinpoint issues through visual debugging. Researchers in physical AI can leverage Rerun to prototype models and extract structured datasets. Additionally, tech companies building custom tools will find the embeddable viewer invaluable for creating specialized applications.
Conclusion: Explore the Future with Rerun
Rerun is more than just a visualization tool; it's a comprehensive data stack for the future of physical AI. By combining open-source accessibility with powerful features, it empowers developers to tackle the complexities of multimodal data with ease. Dive into Rerun today by exploring its documentation, trying the browser demo, or joining the community on GitHub. Discover how Rerun can transform your approach to data visualization and debugging.
