Shypd.aiThe largest open index of AI toolsnerfplusplus is an open-source codebase that improves Neural Radiance Fields (NeRF) for 360 capture of unbounded scenes. It supports multi-GPU training and inference with PyTorch DistributedDataParallel.
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nerfplusplus is an open-source codebase designed to enhance Neural Radiance Fields (NeRF) for capturing and rendering large-scale, unbounded 360-degree scenes. It offers significant improvements over traditional NeRF methods, particularly for complex environments. The codebase supports multi-GPU training and inference through PyTorch DistributedDataParallel, enabling efficient processing of demanding tasks. An experimental feature for optimizing per-image autoexposure is also included. It provides tools for data preparation, including generating camera parameters with COLMAP SfM, scene normalization, and visualizing cameras in 3D to ensure compatibility and correctness.