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nerfstudio

Modular framework for NeRF development

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Nerfstudio is a modular framework for creating, training, and testing Neural Radiance Fields (NeRFs). It provides a simple API that modularizes each component of NeRFs for a more interpretable and user-friendly experience. The framework supports a variety of built-in and third-party methods, including Nerfacto, Instant-NGP, NeRF, Mip-NeRF, TensoRF, and Splatfacto. It is designed for researchers and developers to build upon each other's contributions and includes tools for data processing, training, rendering, and export. The project is open-source and maintained by Berkeley students and community contributors.

Key Benefits

  • Modular and interpretable NeRF implementation
  • Supports multiple state-of-the-art methods
  • Comprehensive documentation and tutorials
  • Active open-source community and contributions
tags
Open SourceNeural NetworksSdkFramework
integrations
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